{smcl}
{com}{sf}{ul off}{txt}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\Nadja Wehl\Nextcloud\Education Cluster Project\Project Work\Research\SG NW MB Feedback effects Germany\Empirics\Datasets, do-files\Analyseslog.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res}10 Jun 2024, 19:44:50
{txt}
{com}. 
. 
. clear all
{res}{txt}
{com}. cls
{txt}
{com}. 
. global erg "..\Results\Final"
{txt}
{com}. use "Allbus_bulayouth_sec_Mar23.dta", clear // data coded in DataPreparation.do
{txt}(ALLBUS Kumulation 1980-2018)

{com}. 
. *used packages
. search st0085_2 // install manually
{txt}
{com}. ssc install catplot, replace
{txt}checking {hilite:catplot} consistency and verifying not already installed...
all files already exist and are up to date.

{com}. ssc install cm2in, replace
{txt}checking {hilite:cm2in} consistency and verifying not already installed...
all files already exist and are up to date.

{com}. ssc install reghdfe, replace
{txt}checking {hilite:reghdfe} consistency and verifying not already installed...
all files already exist and are up to date.

{com}. ssc install ftools, replace
{txt}checking {hilite:ftools} consistency and verifying not already installed...
all files already exist and are up to date.

{com}. ssc install coefplot, replace
{txt}checking {hilite:coefplot} consistency and verifying not already installed...
all files already exist and are up to date.

{com}. ssc install estwrite, replace
{txt}checking {hilite:estwrite} consistency and verifying not already installed...
all files already exist and are up to date.

{com}. 
. ***
. *In this file:
. *****
. ***Step 0a: Descriptive Univariate Distributions of political DVs.
. ***Step 0b: Descriptives: Association: Edu - Engagement
. ***Step 1 : Main Analyses
. ***Step 1b: Main Analyses as Table
. ***Step 2 : Analyses for single dependent variables , no indices
. ***Step 3 : Analyses for individual destratifying policies (that build together the index) (2-level) & categorical index
. ***Step 4 : Analyses for additional societal groups (Parental occupational qualification and respondents' oesch class) 
. ***Step 5 : Alternative Modelling Strategies
. ***Step 6: Cross-Level Interaction with Individual Level and Cross-Level confounding and mediation
. ***Step 7 : Main Analyses for full time employees 
. 
. 
. 
. ***********************************************************************************************************************************************************
. ****************************Step 0a: Descriptive Univariate Distributions of political DVs.s***************************************************************
. ***********************************************************************************************************************************************************
. 
. 
. 
. *****
. ***
. *Step 0a: Univariate Distributions (Tabules)
. ***
. *****
. 
. estpost summarize part1 polint peff 

{txt}{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(count)}{space 1}{space 1}{ralign 9:e(sum_w)}{space 1}{space 1}{ralign 9:e(mean)}{space 1}{space 1}{ralign 9:e(Var)}{space 1}{space 1}{ralign 9:e(sd)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:part1}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf: .3340828}}}{space 1}{space 1}{ralign 9:{res:{sf: .0283582}}}{space 1}{space 1}{ralign 9:{res:{sf: .1683989}}}{space 1}
{space 0}{space 0}{ralign 12:polint}{space 1}{c |}{space 1}{ralign 9:{res:{sf:    20031}}}{space 1}{space 1}{ralign 9:{res:{sf:    20031}}}{space 1}{space 1}{ralign 9:{res:{sf: .5384404}}}{space 1}{space 1}{ralign 9:{res:{sf: .0639054}}}{space 1}{space 1}{ralign 9:{res:{sf: .2527952}}}{space 1}
{space 0}{space 0}{ralign 12:peff}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5120}}}{space 1}{space 1}{ralign 9:{res:{sf:     5120}}}{space 1}{space 1}{ralign 9:{res:{sf: .4765625}}}{space 1}{space 1}{ralign 9:{res:{sf: .0351485}}}{space 1}{space 1}{ralign 9:{res:{sf: .1874794}}}{space 1}

{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(min)}{space 1}{space 1}{ralign 9:e(max)}{space 1}{space 1}{ralign 9:e(sum)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:part1}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:   1768.3}}}{space 1}
{space 0}{space 0}{ralign 12:polint}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:  10785.5}}}{space 1}
{space 0}{space 0}{ralign 12:peff}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     2440}}}{space 1}

{com}. esttab using "$erg\Appendix\Descriptives_DepVars.tex" , cell((count mean(fmt(2)) sd(fmt(2)) min max)) label replace  prehead(`"{c -(}\def\sym#1{c -(}\ifmmode^{c -(}#1{c )-}\else\(^{c -(}#1{c )-}\)\fi{c )-} \begin{c -(}tabulary{c )-}{c -(}\textwidth{c )-}{c -(}J R R R R R R R{c )-} \hline\hline "') postfoot(`"\hline\hline \end{c -(}tabulary{c )-}{c )-}"') b(2) nonumbers 
{res}{txt}(output written to {browse  `"..\Results\Final\Appendix\Descriptives_DepVars.tex"'})

{com}. 
. estpost summarize convp1  elect wrkprty protvote abstain 

{txt}{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(count)}{space 1}{space 1}{ralign 9:e(sum_w)}{space 1}{space 1}{ralign 9:e(mean)}{space 1}{space 1}{ralign 9:e(Var)}{space 1}{space 1}{ralign 9:e(sd)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:convp1}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf: .2913282}}}{space 1}{space 1}{ralign 9:{res:{sf: .0263411}}}{space 1}{space 1}{ralign 9:{res:{sf: .1622993}}}{space 1}
{space 0}{space 0}{ralign 12:elect}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf: .8577366}}}{space 1}{space 1}{ralign 9:{res:{sf: .1220476}}}{space 1}{space 1}{ralign 9:{res:{sf: .3493531}}}{space 1}
{space 0}{space 0}{ralign 12:wrkprty}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf: .0589458}}}{space 1}{space 1}{ralign 9:{res:{sf: .0554817}}}{space 1}{space 1}{ralign 9:{res:{sf: .2355454}}}{space 1}
{space 0}{space 0}{ralign 12:protvote}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf:  .172492}}}{space 1}{space 1}{ralign 9:{res:{sf: .1427655}}}{space 1}{space 1}{ralign 9:{res:{sf: .3778432}}}{space 1}
{space 0}{space 0}{ralign 12:abstain}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf: .0761383}}}{space 1}{space 1}{ralign 9:{res:{sf: .0703545}}}{space 1}{space 1}{ralign 9:{res:{sf: .2652443}}}{space 1}

{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(min)}{space 1}{space 1}{ralign 9:e(max)}{space 1}{space 1}{ralign 9:e(sum)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:convp1}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     1542}}}{space 1}
{space 0}{space 0}{ralign 12:elect}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     4540}}}{space 1}
{space 0}{space 0}{ralign 12:wrkprty}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      312}}}{space 1}
{space 0}{space 0}{ralign 12:protvote}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      913}}}{space 1}
{space 0}{space 0}{ralign 12:abstain}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      403}}}{space 1}

{com}. esttab using "$erg\Appendix\Descriptives_DepVars_ConvP.tex" , cell((count mean(fmt(2)) sd(fmt(2)) min max)) label replace  prehead(`"{c -(}\def\sym#1{c -(}\ifmmode^{c -(}#1{c )-}\else\(^{c -(}#1{c )-}\)\fi{c )-} \begin{c -(}tabulary{c )-}{c -(}\textwidth{c )-}{c -(}J R R R R R R R{c )-} \hline\hline "') postfoot(`"\hline\hline \end{c -(}tabulary{c )-}{c )-}"') b(2) nonumbers 
{res}{txt}(output written to {browse  `"..\Results\Final\Appendix\Descriptives_DepVars_ConvP.tex"'})

{com}. 
. estpost summarize unconvp  opinion  discuss initiv unlawdem demo petition  

{txt}{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(count)}{space 1}{space 1}{ralign 9:e(sum_w)}{space 1}{space 1}{ralign 9:e(mean)}{space 1}{space 1}{ralign 9:e(Var)}{space 1}{space 1}{ralign 9:e(sd)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:unconvp}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf: .3625858}}}{space 1}{space 1}{ralign 9:{res:{sf: .0529938}}}{space 1}{space 1}{ralign 9:{res:{sf: .2302037}}}{space 1}
{space 0}{space 0}{ralign 12:opinion}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf: .8025694}}}{space 1}{space 1}{ralign 9:{res:{sf: .1584817}}}{space 1}{space 1}{ralign 9:{res:{sf: .3980976}}}{space 1}
{space 0}{space 0}{ralign 12:discuss}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf: .3257132}}}{space 1}{space 1}{ralign 9:{res:{sf: .2196656}}}{space 1}{space 1}{ralign 9:{res:{sf:  .468685}}}{space 1}
{space 0}{space 0}{ralign 12:initiv}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf: .1229926}}}{space 1}{space 1}{ralign 9:{res:{sf: .1078858}}}{space 1}{space 1}{ralign 9:{res:{sf: .3284598}}}{space 1}
{space 0}{space 0}{ralign 12:unlawdem}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf: .0485547}}}{space 1}{space 1}{ralign 9:{res:{sf: .0462059}}}{space 1}{space 1}{ralign 9:{res:{sf: .2149555}}}{space 1}
{space 0}{space 0}{ralign 12:demo}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf: .2856603}}}{space 1}{space 1}{ralign 9:{res:{sf: .2040971}}}{space 1}{space 1}{ralign 9:{res:{sf:  .451771}}}{space 1}
{space 0}{space 0}{ralign 12:petition}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf:     5293}}}{space 1}{space 1}{ralign 9:{res:{sf: .5900246}}}{space 1}{space 1}{ralign 9:{res:{sf: .2419413}}}{space 1}{space 1}{ralign 9:{res:{sf: .4918753}}}{space 1}

{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(min)}{space 1}{space 1}{ralign 9:e(max)}{space 1}{space 1}{ralign 9:e(sum)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:unconvp}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf: 1919.167}}}{space 1}
{space 0}{space 0}{ralign 12:opinion}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     4248}}}{space 1}
{space 0}{space 0}{ralign 12:discuss}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     1724}}}{space 1}
{space 0}{space 0}{ralign 12:initiv}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      651}}}{space 1}
{space 0}{space 0}{ralign 12:unlawdem}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      257}}}{space 1}
{space 0}{space 0}{ralign 12:demo}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     1512}}}{space 1}
{space 0}{space 0}{ralign 12:petition}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     3123}}}{space 1}

{com}. esttab using "$erg\Appendix\Descriptives_DepVars_UnconvP.tex" , cell((count mean(fmt(2)) sd(fmt(2)) min max)) label replace  prehead(`"{c -(}\def\sym#1{c -(}\ifmmode^{c -(}#1{c )-}\else\(^{c -(}#1{c )-}\)\fi{c )-} \begin{c -(}tabulary{c )-}{c -(}\textwidth{c )-}{c -(}J R R R R R R R{c )-} \hline\hline "') postfoot(`"\hline\hline \end{c -(}tabulary{c )-}{c )-}"') b(2) nonumbers 
{res}{txt}(output written to {browse  `"..\Results\Final\Appendix\Descriptives_DepVars_UnconvP.tex"'})

{com}. 
. estpost summarize intpeff peactgrp_rev pecomplx peknowl   

{txt}{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(count)}{space 1}{space 1}{ralign 9:e(sum_w)}{space 1}{space 1}{ralign 9:e(mean)}{space 1}{space 1}{ralign 9:e(Var)}{space 1}{space 1}{ralign 9:e(sd)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:intpeff}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5214}}}{space 1}{space 1}{ralign 9:{res:{sf:     5214}}}{space 1}{space 1}{ralign 9:{res:{sf: .5415548}}}{space 1}{space 1}{ralign 9:{res:{sf: .0609308}}}{space 1}{space 1}{ralign 9:{res:{sf: .2468417}}}{space 1}
{space 0}{space 0}{ralign 12:peactgrp_rev}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5249}}}{space 1}{space 1}{ralign 9:{res:{sf:     5249}}}{space 1}{space 1}{ralign 9:{res:{sf: .4000127}}}{space 1}{space 1}{ralign 9:{res:{sf: .1017945}}}{space 1}{space 1}{ralign 9:{res:{sf: .3190526}}}{space 1}
{space 0}{space 0}{ralign 12:pecomplx}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5271}}}{space 1}{space 1}{ralign 9:{res:{sf:     5271}}}{space 1}{space 1}{ralign 9:{res:{sf: .5905268}}}{space 1}{space 1}{ralign 9:{res:{sf: .0981864}}}{space 1}{space 1}{ralign 9:{res:{sf: .3133472}}}{space 1}
{space 0}{space 0}{ralign 12:peknowl}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5279}}}{space 1}{space 1}{ralign 9:{res:{sf:     5279}}}{space 1}{space 1}{ralign 9:{res:{sf: .6314959}}}{space 1}{space 1}{ralign 9:{res:{sf: .0885064}}}{space 1}{space 1}{ralign 9:{res:{sf: .2975002}}}{space 1}

{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(min)}{space 1}{space 1}{ralign 9:e(max)}{space 1}{space 1}{ralign 9:e(sum)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:intpeff}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf: 2823.667}}}{space 1}
{space 0}{space 0}{ralign 12:peactgrp_rev}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf: 2099.667}}}{space 1}
{space 0}{space 0}{ralign 12:pecomplx}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf: 3112.667}}}{space 1}
{space 0}{space 0}{ralign 12:peknowl}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf: 3333.667}}}{space 1}

{com}. esttab using "$erg\Appendix\Descriptives_DepVars_Intpeff.tex" , cell((count mean(fmt(2)) sd(fmt(2)) min max)) label replace  prehead(`"{c -(}\def\sym#1{c -(}\ifmmode^{c -(}#1{c )-}\else\(^{c -(}#1{c )-}\)\fi{c )-} \begin{c -(}tabulary{c )-}{c -(}\textwidth{c )-}{c -(}J R R R R R R R{c )-} \hline\hline "') postfoot(`"\hline\hline \end{c -(}tabulary{c )-}{c )-}"') b(2) nonumbers 
{res}{txt}(output written to {browse  `"..\Results\Final\Appendix\Descriptives_DepVars_Intpeff.tex"'})

{com}. 
. estpost summarize extpeff  polcare peprpres_rev  

{txt}{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(count)}{space 1}{space 1}{ralign 9:e(sum_w)}{space 1}{space 1}{ralign 9:e(mean)}{space 1}{space 1}{ralign 9:e(Var)}{space 1}{space 1}{ralign 9:e(sd)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:extpeff}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5180}}}{space 1}{space 1}{ralign 9:{res:{sf:     5180}}}{space 1}{space 1}{ralign 9:{res:{sf: .3759009}}}{space 1}{space 1}{ralign 9:{res:{sf: .0510561}}}{space 1}{space 1}{ralign 9:{res:{sf: .2259559}}}{space 1}
{space 0}{space 0}{ralign 12:polcare}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5231}}}{space 1}{space 1}{ralign 9:{res:{sf:     5231}}}{space 1}{space 1}{ralign 9:{res:{sf: .3131333}}}{space 1}{space 1}{ralign 9:{res:{sf: .0786868}}}{space 1}{space 1}{ralign 9:{res:{sf: .2805118}}}{space 1}
{space 0}{space 0}{ralign 12:peprpres_rev}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     5232}}}{space 1}{space 1}{ralign 9:{res:{sf:     5232}}}{space 1}{space 1}{ralign 9:{res:{sf: .4400484}}}{space 1}{space 1}{ralign 9:{res:{sf: .0667974}}}{space 1}{space 1}{ralign 9:{res:{sf:  .258452}}}{space 1}

{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(min)}{space 1}{space 1}{ralign 9:e(max)}{space 1}{space 1}{ralign 9:e(sum)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:extpeff}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf: 1947.167}}}{space 1}
{space 0}{space 0}{ralign 12:polcare}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     1638}}}{space 1}
{space 0}{space 0}{ralign 12:peprpres_rev}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf: 2302.333}}}{space 1}

{com}. esttab using "$erg\Appendix\Descriptives_DepVars_Extpeff.tex" , cell((count mean(fmt(2)) sd(fmt(2)) min max)) label replace  prehead(`"{c -(}\def\sym#1{c -(}\ifmmode^{c -(}#1{c )-}\else\(^{c -(}#1{c )-}\)\fi{c )-} \begin{c -(}tabulary{c )-}{c -(}\textwidth{c )-}{c -(}J R R R R R R R{c )-} \hline\hline "') postfoot(`"\hline\hline \end{c -(}tabulary{c )-}{c )-}"') b(2) nonumbers 
{res}{txt}(output written to {browse  `"..\Results\Final\Appendix\Descriptives_DepVars_Extpeff.tex"'})

{com}. 
. label var pedu3cat "Parents: occupational qualification"
{txt}
{com}. label var edu3cat "Occupational qualification"
{txt}
{com}. 
. label var inc_cat "Income"
{txt}
{com}. label var oesch3class "Oesch Classes"
{txt}
{com}. 
. lab def edulab 1 "basic" 2 "vocational" 3 "academic"
{txt}
{com}. lab val pedu3cat edulab
{txt}
{com}. lab val edu3cat edulab
{txt}
{com}. lab val PEdu edulab
{txt}
{com}. lab val IEdu edulab
{txt}
{com}. 
. 
. graph drop _all
{txt}
{com}. foreach var in PEdu pedu3cat IEdu edu3cat oesch3class inc_cat {c -(}
{txt}  2{com}.                 catplot `var' ,  title("`: variable label `var''", size(small)) blabel(total, size(small)) l1title(" ") b1title(" ") recast(bar) var1opts(label(angle(30) labsize(small))) name(bar_`var') scheme(plotplain)
{txt}  3{com}. {c )-} 
{res}{txt}
{com}. 
. graph combine bar_PEdu bar_pedu3cat bar_IEdu bar_edu3cat bar_oesch3class bar_inc_cat, col(2) name(indepbar) graphregion(margin(zero)) ycommon
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display indepbar ,ysize(`r(in1)') xsize(`r(in2)') 
{res}{txt}
{com}. 
. graph export "$erg\Appendix\Descriptives_Indepvar.pdf", replace
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\Descriptives_Indepvar.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. ***********************************************************************************************************************************************************
. ****************************Step 0b: Descriptive Associations: EDU (indiv) - political DVs.s***************************************************************
. ***********************************************************************************************************************************************************
. 
. 
. graph drop _all
{txt}
{com}. 
. foreach depvar in part1 polint peff {c -(}
{txt}  2{com}. 
. reghdfe `depvar' i.IEdu,  absorb(i.year_secschool i.year i.BuLaYouth)  vce(cluster bulacohort)
{txt}  3{com}. margins, over(i.IEdu) post
{txt}  4{com}. marginsplot, recast(bar) scheme(plotplain) name(`depvar'_edu) title("") ytitle("") xtitle("") subtitle("`: var label `depvar''", size(small)) xlabel(1 "basic" 2 "vocational" 3 "academic")
{txt}  5{com}. 
. reghdfe `depvar' i.edu3cat,  absorb(i.year_secschool i.year i.BuLaYouth)  vce(cluster bulacohort)
{txt}  6{com}. margins, over(i.edu3cat) post
{txt}  7{com}. marginsplot, recast(bar) scheme(plotplain) name(`depvar'_occ) title("") ytitle("") xtitle("") subtitle("`: var label `depvar''", size(small)) xlabel(1 "basic" 2 "vocational" 3 "academic")
{txt}  8{com}. {c )-}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 5 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     5,216
{txt}Absorbing 3 HDFE groups{col 51}F({res}   2{txt},{res}    788{txt}){col 67}= {res}    221.75
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1429
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1300
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0792
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       789{txt}{col 51}Root MSE{col 67}= {res}    0.1569

{txt}{ralign 78:(Std. err. adjusted for {res:789} clusters in {res:bulacohort})}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}       part1{col 14}{c |} Coefficient{col 26}  std. err.{col 38}      t{col 46}   P>|t|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}IEdu {c |}
{space 1}vocational  {c |}{col 14}{res}{space 2} .0657472{col 26}{space 2} .0057293{col 37}{space 1}   11.48{col 46}{space 3}0.000{col 54}{space 4} .0545008{col 67}{space 3} .0769937
{txt}{space 3}academic  {c |}{col 14}{res}{space 2} .1310612{col 26}{space 2} .0062255{col 37}{space 1}   21.05{col 46}{space 3}0.000{col 54}{space 4} .1188406{col 67}{space 3} .1432817
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .2693599{col 26}{space 2} .0044107{col 37}{space 1}   61.07{col 46}{space 3}0.000{col 54}{space 4} .2607018{col 67}{space 3}  .278018
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       61{col 30}{space 1}        0{col 42}{result}{space 1}       61{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Predictive margins{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:5,216}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}IEdu {c |}
{space 6}basic  {c |}{col 14}{res}{space 2} .2693599{col 26}{space 2} .0044107{col 37}{space 1}   61.07{col 46}{space 3}0.000{col 54}{space 4} .2607151{col 67}{space 3} .2780047
{txt}{space 1}vocational  {c |}{col 14}{res}{space 2} .3351071{col 26}{space 2} .0032312{col 37}{space 1}  103.71{col 46}{space 3}0.000{col 54}{space 4} .3287741{col 67}{space 3} .3414402
{txt}{space 3}academic  {c |}{col 14}{res}{space 2} .4004211{col 26}{space 2} .0042796{col 37}{space 1}   93.57{col 46}{space 3}0.000{col 54}{space 4} .3920333{col 67}{space 3} .4088089
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 0 0 2}Variables that uniquely identify margins: {bf:IEdu}{p_end}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 5 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     5,101
{txt}Absorbing 3 HDFE groups{col 51}F({res}   2{txt},{res}    786{txt}){col 67}= {res}    152.69
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1293
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1159
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0638
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       787{txt}{col 51}Root MSE{col 67}= {res}    0.1584

{txt}{ralign 78:(Std. err. adjusted for {res:787} clusters in {res:bulacohort})}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}       part1{col 14}{c |} Coefficient{col 26}  std. err.{col 38}      t{col 46}   P>|t|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}edu3cat {c |}
{space 1}vocational  {c |}{col 14}{res}{space 2} .0442015{col 26}{space 2}  .007753{col 37}{space 1}    5.70{col 46}{space 3}0.000{col 54}{space 4} .0289824{col 67}{space 3} .0594206
{txt}{space 3}academic  {c |}{col 14}{res}{space 2} .1312481{col 26}{space 2} .0088087{col 37}{space 1}   14.90{col 46}{space 3}0.000{col 54}{space 4} .1139567{col 67}{space 3} .1485394
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .2763721{col 26}{space 2} .0070797{col 37}{space 1}   39.04{col 46}{space 3}0.000{col 54}{space 4} .2624747{col 67}{space 3} .2902695
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       61{col 30}{space 1}        0{col 42}{result}{space 1}       61{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Predictive margins{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:5,101}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}edu3cat {c |}
{space 6}basic  {c |}{col 14}{res}{space 2} .2763721{col 26}{space 2} .0070797{col 37}{space 1}   39.04{col 46}{space 3}0.000{col 54}{space 4} .2624961{col 67}{space 3} .2902481
{txt}{space 1}vocational  {c |}{col 14}{res}{space 2} .3205736{col 26}{space 2} .0026152{col 37}{space 1}  122.58{col 46}{space 3}0.000{col 54}{space 4} .3154479{col 67}{space 3} .3256993
{txt}{space 3}academic  {c |}{col 14}{res}{space 2} .4076201{col 26}{space 2} .0048414{col 37}{space 1}   84.19{col 46}{space 3}0.000{col 54}{space 4} .3981311{col 67}{space 3} .4171092
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 0 0 2}Variables that uniquely identify margins: {bf:edu3cat}{p_end}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 5 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    19,752
{txt}Absorbing 3 HDFE groups{col 51}F({res}   2{txt},{res}    878{txt}){col 67}= {res}    992.21
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1441
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1405
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0996
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       879{txt}{col 51}Root MSE{col 67}= {res}    0.2340

{txt}{ralign 78:(Std. err. adjusted for {res:879} clusters in {res:bulacohort})}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      polint{col 14}{c |} Coefficient{col 26}  std. err.{col 38}      t{col 46}   P>|t|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}IEdu {c |}
{space 1}vocational  {c |}{col 14}{res}{space 2} .1124293{col 26}{space 2} .0044254{col 37}{space 1}   25.41{col 46}{space 3}0.000{col 54}{space 4} .1037436{col 67}{space 3}  .121115
{txt}{space 3}academic  {c |}{col 14}{res}{space 2} .2220168{col 26}{space 2} .0050108{col 37}{space 1}   44.31{col 46}{space 3}0.000{col 54}{space 4} .2121822{col 67}{space 3} .2318513
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}   .42959{col 26}{space 2} .0036246{col 37}{space 1}  118.52{col 46}{space 3}0.000{col 54}{space 4} .4224761{col 67}{space 3}  .436704
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       61{col 30}{space 1}        0{col 42}{result}{space 1}       61{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        8{col 30}{space 1}        1{col 42}{result}{space 1}        7{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Predictive margins{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:19,752}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}IEdu {c |}
{space 6}basic  {c |}{col 14}{res}{space 2}   .42959{col 26}{space 2} .0036246{col 37}{space 1}  118.52{col 46}{space 3}0.000{col 54}{space 4} .4224859{col 67}{space 3} .4366942
{txt}{space 1}vocational  {c |}{col 14}{res}{space 2} .5420194{col 26}{space 2} .0024129{col 37}{space 1}  224.63{col 46}{space 3}0.000{col 54}{space 4} .5372901{col 67}{space 3} .5467486
{txt}{space 3}academic  {c |}{col 14}{res}{space 2} .6516068{col 26}{space 2} .0031283{col 37}{space 1}  208.30{col 46}{space 3}0.000{col 54}{space 4} .6454755{col 67}{space 3} .6577381
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 0 0 2}Variables that uniquely identify margins: {bf:IEdu}{p_end}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 5 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    19,367
{txt}Absorbing 3 HDFE groups{col 51}F({res}   2{txt},{res}    877{txt}){col 67}= {res}    741.54
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1185
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1147
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0741
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       878{txt}{col 51}Root MSE{col 67}= {res}    0.2380

{txt}{ralign 78:(Std. err. adjusted for {res:878} clusters in {res:bulacohort})}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      polint{col 14}{c |} Coefficient{col 26}  std. err.{col 38}      t{col 46}   P>|t|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}edu3cat {c |}
{space 1}vocational  {c |}{col 14}{res}{space 2} .0579276{col 26}{space 2}  .007121{col 37}{space 1}    8.13{col 46}{space 3}0.000{col 54}{space 4} .0439515{col 67}{space 3} .0719038
{txt}{space 3}academic  {c |}{col 14}{res}{space 2} .2100024{col 26}{space 2} .0079427{col 37}{space 1}   26.44{col 46}{space 3}0.000{col 54}{space 4} .1944134{col 67}{space 3} .2255913
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .4570436{col 26}{space 2} .0065312{col 37}{space 1}   69.98{col 46}{space 3}0.000{col 54}{space 4} .4442249{col 67}{space 3} .4698623
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       61{col 30}{space 1}        0{col 42}{result}{space 1}       61{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        8{col 30}{space 1}        1{col 42}{result}{space 1}        7{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Predictive margins{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:19,367}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}edu3cat {c |}
{space 6}basic  {c |}{col 14}{res}{space 2} .4570436{col 26}{space 2} .0065312{col 37}{space 1}   69.98{col 46}{space 3}0.000{col 54}{space 4} .4442426{col 67}{space 3} .4698446
{txt}{space 1}vocational  {c |}{col 14}{res}{space 2} .5149712{col 26}{space 2} .0020825{col 37}{space 1}  247.28{col 46}{space 3}0.000{col 54}{space 4} .5108895{col 67}{space 3} .5190529
{txt}{space 3}academic  {c |}{col 14}{res}{space 2}  .667046{col 26}{space 2} .0035849{col 37}{space 1}  186.07{col 46}{space 3}0.000{col 54}{space 4} .6600197{col 67}{space 3} .6740723
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 0 0 2}Variables that uniquely identify margins: {bf:edu3cat}{p_end}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 5 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     5,049
{txt}Absorbing 3 HDFE groups{col 51}F({res}   2{txt},{res}    785{txt}){col 67}= {res}    493.96
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1946
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1821
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1610
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       786{txt}{col 51}Root MSE{col 67}= {res}    0.1696

{txt}{ralign 78:(Std. err. adjusted for {res:786} clusters in {res:bulacohort})}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}        peff{col 14}{c |} Coefficient{col 26}  std. err.{col 38}      t{col 46}   P>|t|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}IEdu {c |}
{space 1}vocational  {c |}{col 14}{res}{space 2} .0986709{col 26}{space 2} .0063687{col 37}{space 1}   15.49{col 46}{space 3}0.000{col 54}{space 4} .0861692{col 67}{space 3} .1111727
{txt}{space 3}academic  {c |}{col 14}{res}{space 2} .2106923{col 26}{space 2} .0068333{col 37}{space 1}   30.83{col 46}{space 3}0.000{col 54}{space 4} .1972786{col 67}{space 3}  .224106
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3724063{col 26}{space 2} .0049001{col 37}{space 1}   76.00{col 46}{space 3}0.000{col 54}{space 4} .3627874{col 67}{space 3} .3820251
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       61{col 30}{space 1}        0{col 42}{result}{space 1}       61{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Predictive margins{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:5,049}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}IEdu {c |}
{space 6}basic  {c |}{col 14}{res}{space 2} .3724063{col 26}{space 2} .0049001{col 37}{space 1}   76.00{col 46}{space 3}0.000{col 54}{space 4} .3628023{col 67}{space 3} .3820103
{txt}{space 1}vocational  {c |}{col 14}{res}{space 2} .4710772{col 26}{space 2} .0033221{col 37}{space 1}  141.80{col 46}{space 3}0.000{col 54}{space 4}  .464566{col 67}{space 3} .4775884
{txt}{space 3}academic  {c |}{col 14}{res}{space 2} .5830986{col 26}{space 2} .0044283{col 37}{space 1}  131.68{col 46}{space 3}0.000{col 54}{space 4} .5744193{col 67}{space 3} .5917779
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 0 0 2}Variables that uniquely identify margins: {bf:IEdu}{p_end}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 5 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     4,939
{txt}Absorbing 3 HDFE groups{col 51}F({res}   2{txt},{res}    784{txt}){col 67}= {res}    341.19
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1669
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1537
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1313
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       785{txt}{col 51}Root MSE{col 67}= {res}    0.1732

{txt}{ralign 78:(Std. err. adjusted for {res:785} clusters in {res:bulacohort})}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}        peff{col 14}{c |} Coefficient{col 26}  std. err.{col 38}      t{col 46}   P>|t|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}edu3cat {c |}
{space 1}vocational  {c |}{col 14}{res}{space 2} .0478422{col 26}{space 2} .0097937{col 37}{space 1}    4.88{col 46}{space 3}0.000{col 54}{space 4} .0286171{col 67}{space 3} .0670672
{txt}{space 3}academic  {c |}{col 14}{res}{space 2} .1978265{col 26}{space 2}  .010927{col 37}{space 1}   18.10{col 46}{space 3}0.000{col 54}{space 4}  .176377{col 67}{space 3} .2192761
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3991256{col 26}{space 2} .0089659{col 37}{space 1}   44.52{col 46}{space 3}0.000{col 54}{space 4} .3815255{col 67}{space 3} .4167257
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       61{col 30}{space 1}        0{col 42}{result}{space 1}       61{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Predictive margins{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:4,939}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}edu3cat {c |}
{space 6}basic  {c |}{col 14}{res}{space 2} .3991256{col 26}{space 2} .0089659{col 37}{space 1}   44.52{col 46}{space 3}0.000{col 54}{space 4} .3815527{col 67}{space 3} .4166985
{txt}{space 1}vocational  {c |}{col 14}{res}{space 2} .4469677{col 26}{space 2} .0028916{col 37}{space 1}  154.57{col 46}{space 3}0.000{col 54}{space 4} .4413002{col 67}{space 3} .4526353
{txt}{space 3}academic  {c |}{col 14}{res}{space 2} .5969521{col 26}{space 2}   .00505{col 37}{space 1}  118.21{col 46}{space 3}0.000{col 54}{space 4} .5870542{col 67}{space 3}   .60685
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 0 0 2}Variables that uniquely identify margins: {bf:edu3cat}{p_end}
{res}{txt}
{com}. 
. graph combine part1_edu polint_edu peff_edu , ycommon col(1) name(edubar) title("Educational Degrees",size(small)) graphregion(margin(tiny)) iscale(0.75)   
{res}{txt}
{com}. 
. graph combine part1_occ  polint_occ peff_occ, ycommon col(1) name(occbar) title("Occupational Qualification",size(small)) graphregion(margin(tiny)) iscale(0.75)  
{res}{txt}
{com}. 
. graph combine edubar occbar, col(2) title("Average political engagement", size(medsmall)) note("Based on otherwise empty regression models with federal state, wave, and school cohort fixed effects.", size(tiny)) graphregion(margin(tiny)) name(descbar)
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display descbar ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Descriptive_IndividualBiv_withFE.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Descriptive_IndividualBiv_withFE.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. 
. 
. ***********************************************************************************************************************************************************
. ****************************Step 1: Main Analyses *********************************************************************************************************
. ***********************************************************************************************************************************************************
. 
. use "Allbus_bulayouth_sec_Mar23.dta", clear
{txt}(ALLBUS Kumulation 1980-2018)

{com}. 
. *set seed 235873274
. *set seed 235873272
. ********************
. **********
. ***Analyses Main Effects
. **********
. ********************
. eststo clear
{txt}
{com}. graph drop _all
{txt}
{com}. 
. foreach depvar in part1 convp1 unconvp polint peff intpeff extpeff  {c -(}
{txt}  2{com}. reghdfe `depvar' B_destrat_index W_destrat_index c.age c.age_sq i.female i.migrabg i.PEdu i.pedu3cat c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet   , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  3{com}. eststo `depvar'_main
{txt}  4{com}. {c )-}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}     22.74
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1499
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1312
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0777
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.1579

{txt}{ralign 78:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}       part1{col 14}{c |} Coefficient{col 26}  std. err.{col 38}      t{col 46}   P>|t|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
B_destrat_~x {c |}{col 14}{res}{space 2}-.0107082{col 26}{space 2} .0256324{col 37}{space 1}   -0.42{col 46}{space 3}0.676{col 54}{space 4}-.0610581{col 67}{space 3} .0396417
{txt}W_destrat_~x {c |}{col 14}{res}{space 2} .0177675{col 26}{space 2} .0178449{col 37}{space 1}    1.00{col 46}{space 3}0.320{col 54}{space 4}-.0172855{col 67}{space 3} .0528205
{txt}{space 9}age {c |}{col 14}{res}{space 2} .0081679{col 26}{space 2} .0061036{col 37}{space 1}    1.34{col 46}{space 3}0.181{col 54}{space 4}-.0038216{col 67}{space 3} .0201573
{txt}{space 6}age_sq {c |}{col 14}{res}{space 2}-.0000551{col 26}{space 2} .0000214{col 37}{space 1}   -2.57{col 46}{space 3}0.010{col 54}{space 4}-.0000973{col 67}{space 3} -.000013
{txt}{space 12} {c |}
{space 6}female {c |}
{space 5}female  {c |}{col 14}{res}{space 2}-.0273196{col 26}{space 2} .0052967{col 37}{space 1}   -5.16{col 46}{space 3}0.000{col 54}{space 4}-.0377239{col 67}{space 3}-.0169153
{txt}{space 12} {c |}
{space 5}migrabg {c |}
German Na..  {c |}{col 14}{res}{space 2} .1030113{col 26}{space 2} .0194303{col 37}{space 1}    5.30{col 46}{space 3}0.000{col 54}{space 4} .0648442{col 67}{space 3} .1411784
{txt}{space 12} {c |}
{space 8}PEdu {c |}
Parental ..  {c |}{col 14}{res}{space 2} .0448837{col 26}{space 2} .0075624{col 37}{space 1}    5.94{col 46}{space 3}0.000{col 54}{space 4} .0300289{col 67}{space 3} .0597385
{txt}Parental ..  {c |}{col 14}{res}{space 2} .0819789{col 26}{space 2} .0115118{col 37}{space 1}    7.12{col 46}{space 3}0.000{col 54}{space 4} .0593662{col 67}{space 3} .1045917
{txt}{space 12} {c |}
{space 4}pedu3cat {c |}
Parental ..  {c |}{col 14}{res}{space 2} .0378033{col 26}{space 2} .0097808{col 37}{space 1}    3.87{col 46}{space 3}0.000{col 54}{space 4} .0185907{col 67}{space 3} .0570158
{txt}Parental ..  {c |}{col 14}{res}{space 2} .0447076{col 26}{space 2} .0149285{col 37}{space 1}    2.99{col 46}{space 3}0.003{col 54}{space 4} .0153835{col 67}{space 3} .0740317
{txt}{space 12} {c |}
{space 7}B_alo {c |}{col 14}{res}{space 2}-6.88e-08{col 26}{space 2} 2.42e-08{col 37}{space 1}   -2.85{col 46}{space 3}0.005{col 54}{space 4}-1.16e-07{col 67}{space 3}-2.13e-08
{txt}{space 7}W_alo {c |}{col 14}{res}{space 2} 2.68e-08{col 26}{space 2} 2.59e-08{col 37}{space 1}    1.04{col 46}{space 3}0.301{col 54}{space 4}-2.40e-08{col 67}{space 3} 7.76e-08
{txt}B_leftcabi~t {c |}{col 14}{res}{space 2}-.0001863{col 26}{space 2} .0002083{col 37}{space 1}   -0.89{col 46}{space 3}0.372{col 54}{space 4}-.0005954{col 67}{space 3} .0002228
{txt}W_leftcabi~t {c |}{col 14}{res}{space 2} -.000015{col 26}{space 2} .0000978{col 37}{space 1}   -0.15{col 46}{space 3}0.878{col 54}{space 4}-.0002071{col 67}{space 3}  .000177
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.0151615{col 26}{space 2} .2584524{col 37}{space 1}   -0.06{col 46}{space 3}0.953{col 54}{space 4}-.5228422{col 67}{space 3} .4925192
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}     13.22
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1263
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1071
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0517
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.1536

{txt}{ralign 78:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      convp1{col 14}{c |} Coefficient{col 26}  std. err.{col 38}      t{col 46}   P>|t|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
B_destrat_~x {c |}{col 14}{res}{space 2}-.0070037{col 26}{space 2} .0216347{col 37}{space 1}   -0.32{col 46}{space 3}0.746{col 54}{space 4} -.049501{col 67}{space 3} .0354936
{txt}W_destrat_~x {c |}{col 14}{res}{space 2} .0391327{col 26}{space 2} .0161218{col 37}{space 1}    2.43{col 46}{space 3}0.016{col 54}{space 4} .0074645{col 67}{space 3} .0708009
{txt}{space 9}age {c |}{col 14}{res}{space 2} .0045643{col 26}{space 2} .0057853{col 37}{space 1}    0.79{col 46}{space 3}0.430{col 54}{space 4}-.0067999{col 67}{space 3} .0159284
{txt}{space 6}age_sq {c |}{col 14}{res}{space 2}-.0000807{col 26}{space 2} .0000198{col 37}{space 1}   -4.07{col 46}{space 3}0.000{col 54}{space 4}-.0001196{col 67}{space 3}-.0000418
{txt}{space 12} {c |}
{space 6}female {c |}
{space 5}female  {c |}{col 14}{res}{space 2}-.0257431{col 26}{space 2} .0052375{col 37}{space 1}   -4.92{col 46}{space 3}0.000{col 54}{space 4}-.0360311{col 67}{space 3}-.0154551
{txt}{space 12} {c |}
{space 5}migrabg {c |}
German Na..  {c |}{col 14}{res}{space 2} .1768465{col 26}{space 2} .0202129{col 37}{space 1}    8.75{col 46}{space 3}0.000{col 54}{space 4} .1371422{col 67}{space 3} .2165508
{txt}{space 12} {c |}
{space 8}PEdu {c |}
Parental ..  {c |}{col 14}{res}{space 2} .0216859{col 26}{space 2} .0079612{col 37}{space 1}    2.72{col 46}{space 3}0.007{col 54}{space 4} .0060477{col 67}{space 3} .0373241
{txt}Parental ..  {c |}{col 14}{res}{space 2} .0320896{col 26}{space 2} .0114288{col 37}{space 1}    2.81{col 46}{space 3}0.005{col 54}{space 4} .0096399{col 67}{space 3} .0545392
{txt}{space 12} {c |}
{space 4}pedu3cat {c |}
Parental ..  {c |}{col 14}{res}{space 2} .0146582{col 26}{space 2} .0092993{col 37}{space 1}    1.58{col 46}{space 3}0.116{col 54}{space 4}-.0036085{col 67}{space 3} .0329249
{txt}Parental ..  {c |}{col 14}{res}{space 2} .0028943{col 26}{space 2} .0141128{col 37}{space 1}    0.21{col 46}{space 3}0.838{col 54}{space 4}-.0248275{col 67}{space 3} .0306161
{txt}{space 12} {c |}
{space 7}B_alo {c |}{col 14}{res}{space 2}-1.35e-08{col 26}{space 2} 2.19e-08{col 37}{space 1}   -0.62{col 46}{space 3}0.537{col 54}{space 4}-5.66e-08{col 67}{space 3} 2.95e-08
{txt}{space 7}W_alo {c |}{col 14}{res}{space 2}-1.11e-08{col 26}{space 2} 2.24e-08{col 37}{space 1}   -0.50{col 46}{space 3}0.621{col 54}{space 4}-5.52e-08{col 67}{space 3} 3.30e-08
{txt}B_leftcabi~t {c |}{col 14}{res}{space 2}-.0001811{col 26}{space 2} .0001875{col 37}{space 1}   -0.97{col 46}{space 3}0.334{col 54}{space 4}-.0005495{col 67}{space 3} .0001872
{txt}W_leftcabi~t {c |}{col 14}{res}{space 2}  .000037{col 26}{space 2} .0000868{col 37}{space 1}    0.43{col 46}{space 3}0.670{col 54}{space 4}-.0001334{col 67}{space 3} .0002075
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .1009533{col 26}{space 2} .2503842{col 37}{space 1}    0.40{col 46}{space 3}0.687{col 54}{space 4} -.390879{col 67}{space 3} .5927855
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}     21.82
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1182
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0988
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0692
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.2196

{txt}{ralign 78:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}     unconvp{col 14}{c |} Coefficient{col 26}  std. err.{col 38}      t{col 46}   P>|t|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
B_destrat_~x {c |}{col 14}{res}{space 2}-.0131779{col 26}{space 2} .0370745{col 37}{space 1}   -0.36{col 46}{space 3}0.722{col 54}{space 4}-.0860037{col 67}{space 3}  .059648
{txt}W_destrat_~x {c |}{col 14}{res}{space 2}  .003524{col 26}{space 2} .0262366{col 37}{space 1}    0.13{col 46}{space 3}0.893{col 54}{space 4}-.0480128{col 67}{space 3} .0550608
{txt}{space 9}age {c |}{col 14}{res}{space 2} .0105703{col 26}{space 2} .0085002{col 37}{space 1}    1.24{col 46}{space 3}0.214{col 54}{space 4}-.0061268{col 67}{space 3} .0272674
{txt}{space 6}age_sq {c |}{col 14}{res}{space 2}-.0000381{col 26}{space 2} .0000297{col 37}{space 1}   -1.29{col 46}{space 3}0.199{col 54}{space 4}-.0000964{col 67}{space 3} .0000201
{txt}{space 12} {c |}
{space 6}female {c |}
{space 5}female  {c |}{col 14}{res}{space 2}-.0283706{col 26}{space 2} .0072529{col 37}{space 1}   -3.91{col 46}{space 3}0.000{col 54}{space 4}-.0426175{col 67}{space 3}-.0141237
{txt}{space 12} {c |}
{space 5}migrabg {c |}
German Na..  {c |}{col 14}{res}{space 2} .0537878{col 26}{space 2}  .023693{col 37}{space 1}    2.27{col 46}{space 3}0.024{col 54}{space 4} .0072474{col 67}{space 3} .1003283
{txt}{space 12} {c |}
{space 8}PEdu {c |}
Parental ..  {c |}{col 14}{res}{space 2} .0603489{col 26}{space 2} .0101099{col 37}{space 1}    5.97{col 46}{space 3}0.000{col 54}{space 4} .0404899{col 67}{space 3} .0802079
{txt}Parental ..  {c |}{col 14}{res}{space 2} .1152385{col 26}{space 2} .0154661{col 37}{space 1}    7.45{col 46}{space 3}0.000{col 54}{space 4} .0848582{col 67}{space 3} .1456187
{txt}{space 12} {c |}
{space 4}pedu3cat {c |}
Parental ..  {c |}{col 14}{res}{space 2} .0532333{col 26}{space 2}  .013181{col 37}{space 1}    4.04{col 46}{space 3}0.000{col 54}{space 4} .0273418{col 67}{space 3} .0791249
{txt}Parental ..  {c |}{col 14}{res}{space 2} .0725831{col 26}{space 2}  .020418{col 37}{space 1}    3.55{col 46}{space 3}0.000{col 54}{space 4} .0324757{col 67}{space 3} .1126904
{txt}{space 12} {c |}
{space 7}B_alo {c |}{col 14}{res}{space 2}-1.06e-07{col 26}{space 2} 3.38e-08{col 37}{space 1}   -3.13{col 46}{space 3}0.002{col 54}{space 4}-1.72e-07{col 67}{space 3}-3.93e-08
{txt}{space 7}W_alo {c |}{col 14}{res}{space 2} 5.20e-08{col 26}{space 2} 3.64e-08{col 37}{space 1}    1.43{col 46}{space 3}0.154{col 54}{space 4}-1.95e-08{col 67}{space 3} 1.24e-07
{txt}B_leftcabi~t {c |}{col 14}{res}{space 2}-.0001897{col 26}{space 2} .0002958{col 37}{space 1}   -0.64{col 46}{space 3}0.522{col 54}{space 4}-.0007707{col 67}{space 3} .0003913
{txt}W_leftcabi~t {c |}{col 14}{res}{space 2}-.0000497{col 26}{space 2} .0001408{col 37}{space 1}   -0.35{col 46}{space 3}0.724{col 54}{space 4}-.0003263{col 67}{space 3} .0002268
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-.0925713{col 26}{space 2} .3608568{col 37}{space 1}   -0.26{col 46}{space 3}0.798{col 54}{space 4} -.801406{col 67}{space 3} .6162634
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,720
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    630{txt}){col 67}= {res}     97.32
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1443
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1385
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0905
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       631{txt}{col 51}Root MSE{col 67}= {res}    0.2324

{txt}{ralign 78:(Std. err. adjusted for {res:631} clusters in {res:bulacohort})}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      polint{col 14}{c |} Coefficient{col 26}  std. err.{col 38}      t{col 46}   P>|t|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
B_destrat_~x {c |}{col 14}{res}{space 2}-.0764239{col 26}{space 2} .0192415{col 37}{space 1}   -3.97{col 46}{space 3}0.000{col 54}{space 4}-.1142092{col 67}{space 3}-.0386387
{txt}W_destrat_~x {c |}{col 14}{res}{space 2} .0076042{col 26}{space 2} .0136635{col 37}{space 1}    0.56{col 46}{space 3}0.578{col 54}{space 4}-.0192273{col 67}{space 3} .0344357
{txt}{space 9}age {c |}{col 14}{res}{space 2}-.0030624{col 26}{space 2} .0042705{col 37}{space 1}   -0.72{col 46}{space 3}0.474{col 54}{space 4}-.0114485{col 67}{space 3} .0053238
{txt}{space 6}age_sq {c |}{col 14}{res}{space 2}-.0000388{col 26}{space 2} .0000184{col 37}{space 1}   -2.11{col 46}{space 3}0.035{col 54}{space 4}-.0000748{col 67}{space 3}-2.71e-06
{txt}{space 12} {c |}
{space 6}female {c |}
{space 5}female  {c |}{col 14}{res}{space 2}-.1052443{col 26}{space 2} .0042055{col 37}{space 1}  -25.03{col 46}{space 3}0.000{col 54}{space 4}-.1135028{col 67}{space 3}-.0969858
{txt}{space 12} {c |}
{space 5}migrabg {c |}
German Na..  {c |}{col 14}{res}{space 2} .0540077{col 26}{space 2} .0156561{col 37}{space 1}    3.45{col 46}{space 3}0.001{col 54}{space 4} .0232631{col 67}{space 3} .0847522
{txt}{space 12} {c |}
{space 8}PEdu {c |}
Parental ..  {c |}{col 14}{res}{space 2} .0513584{col 26}{space 2}  .005345{col 37}{space 1}    9.61{col 46}{space 3}0.000{col 54}{space 4} .0408621{col 67}{space 3} .0618546
{txt}Parental ..  {c |}{col 14}{res}{space 2}  .093583{col 26}{space 2} .0076841{col 37}{space 1}   12.18{col 46}{space 3}0.000{col 54}{space 4} .0784935{col 67}{space 3} .1086726
{txt}{space 12} {c |}
{space 4}pedu3cat {c |}
Parental ..  {c |}{col 14}{res}{space 2} .0433156{col 26}{space 2} .0069504{col 37}{space 1}    6.23{col 46}{space 3}0.000{col 54}{space 4} .0296669{col 67}{space 3} .0569643
{txt}Parental ..  {c |}{col 14}{res}{space 2} .0801959{col 26}{space 2} .0099354{col 37}{space 1}    8.07{col 46}{space 3}0.000{col 54}{space 4} .0606853{col 67}{space 3} .0997065
{txt}{space 12} {c |}
{space 7}B_alo {c |}{col 14}{res}{space 2}-1.70e-08{col 26}{space 2} 1.83e-08{col 37}{space 1}   -0.93{col 46}{space 3}0.352{col 54}{space 4}-5.29e-08{col 67}{space 3} 1.88e-08
{txt}{space 7}W_alo {c |}{col 14}{res}{space 2} 5.33e-08{col 26}{space 2} 2.02e-08{col 37}{space 1}    2.64{col 46}{space 3}0.008{col 54}{space 4} 1.37e-08{col 67}{space 3} 9.30e-08
{txt}B_leftcabi~t {c |}{col 14}{res}{space 2} .0004774{col 26}{space 2} .0001519{col 37}{space 1}    3.14{col 46}{space 3}0.002{col 54}{space 4} .0001791{col 67}{space 3} .0007757
{txt}W_leftcabi~t {c |}{col 14}{res}{space 2}-.0001555{col 26}{space 2} .0000756{col 37}{space 1}   -2.06{col 46}{space 3}0.040{col 54}{space 4}-.0003039{col 67}{space 3}-7.08e-06
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .6928191{col 26}{space 2} .1756908{col 37}{space 1}    3.94{col 46}{space 3}0.000{col 54}{space 4} .3478085{col 67}{space 3}  1.03783
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,336
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    546{txt}){col 67}= {res}     33.17
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1551
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1359
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1269
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       547{txt}{col 51}Root MSE{col 67}= {res}    0.1716

{txt}{ralign 78:(Std. err. adjusted for {res:547} clusters in {res:bulacohort})}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}        peff{col 14}{c |} Coefficient{col 26}  std. err.{col 38}      t{col 46}   P>|t|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
B_destrat_~x {c |}{col 14}{res}{space 2}-.0418809{col 26}{space 2} .0298617{col 37}{space 1}   -1.40{col 46}{space 3}0.161{col 54}{space 4}-.1005387{col 67}{space 3} .0167769
{txt}W_destrat_~x {c |}{col 14}{res}{space 2}-.0033143{col 26}{space 2} .0205791{col 37}{space 1}   -0.16{col 46}{space 3}0.872{col 54}{space 4}-.0437381{col 67}{space 3} .0371096
{txt}{space 9}age {c |}{col 14}{res}{space 2}-.0052388{col 26}{space 2}  .005973{col 37}{space 1}   -0.88{col 46}{space 3}0.381{col 54}{space 4}-.0169718{col 67}{space 3} .0064942
{txt}{space 6}age_sq {c |}{col 14}{res}{space 2}-.0000116{col 26}{space 2}  .000021{col 37}{space 1}   -0.55{col 46}{space 3}0.581{col 54}{space 4}-.0000529{col 67}{space 3} .0000297
{txt}{space 12} {c |}
{space 6}female {c |}
{space 5}female  {c |}{col 14}{res}{space 2}-.0788547{col 26}{space 2} .0061638{col 37}{space 1}  -12.79{col 46}{space 3}0.000{col 54}{space 4}-.0909623{col 67}{space 3}-.0667471
{txt}{space 12} {c |}
{space 5}migrabg {c |}
German Na..  {c |}{col 14}{res}{space 2} .0777065{col 26}{space 2} .0234404{col 37}{space 1}    3.32{col 46}{space 3}0.001{col 54}{space 4} .0316622{col 67}{space 3} .1237509
{txt}{space 12} {c |}
{space 8}PEdu {c |}
Parental ..  {c |}{col 14}{res}{space 2} .0526977{col 26}{space 2} .0073904{col 37}{space 1}    7.13{col 46}{space 3}0.000{col 54}{space 4} .0381806{col 67}{space 3} .0672147
{txt}Parental ..  {c |}{col 14}{res}{space 2} .0928187{col 26}{space 2} .0121165{col 37}{space 1}    7.66{col 46}{space 3}0.000{col 54}{space 4}  .069018{col 67}{space 3} .1166194
{txt}{space 12} {c |}
{space 4}pedu3cat {c |}
Parental ..  {c |}{col 14}{res}{space 2}  .058594{col 26}{space 2}  .011214{col 37}{space 1}    5.23{col 46}{space 3}0.000{col 54}{space 4} .0365661{col 67}{space 3} .0806219
{txt}Parental ..  {c |}{col 14}{res}{space 2} .0923395{col 26}{space 2} .0157401{col 37}{space 1}    5.87{col 46}{space 3}0.000{col 54}{space 4} .0614209{col 67}{space 3} .1232581
{txt}{space 12} {c |}
{space 7}B_alo {c |}{col 14}{res}{space 2} 2.81e-08{col 26}{space 2} 2.64e-08{col 37}{space 1}    1.07{col 46}{space 3}0.287{col 54}{space 4}-2.37e-08{col 67}{space 3} 7.99e-08
{txt}{space 7}W_alo {c |}{col 14}{res}{space 2} 8.82e-08{col 26}{space 2} 3.19e-08{col 37}{space 1}    2.77{col 46}{space 3}0.006{col 54}{space 4} 2.56e-08{col 67}{space 3} 1.51e-07
{txt}B_leftcabi~t {c |}{col 14}{res}{space 2} .0002401{col 26}{space 2} .0002312{col 37}{space 1}    1.04{col 46}{space 3}0.300{col 54}{space 4}-.0002141{col 67}{space 3} .0006944
{txt}W_leftcabi~t {c |}{col 14}{res}{space 2}-.0001022{col 26}{space 2} .0001155{col 37}{space 1}   -0.88{col 46}{space 3}0.377{col 54}{space 4} -.000329{col 67}{space 3} .0001247
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .6254096{col 26}{space 2} .2575057{col 37}{space 1}    2.43{col 46}{space 3}0.015{col 54}{space 4} .1195863{col 67}{space 3} 1.131233
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,388
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}     38.70
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1676
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1490
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1389
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.2238

{txt}{ralign 78:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}     intpeff{col 14}{c |} Coefficient{col 26}  std. err.{col 38}      t{col 46}   P>|t|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
B_destrat_~x {c |}{col 14}{res}{space 2}-.0350108{col 26}{space 2} .0373853{col 37}{space 1}   -0.94{col 46}{space 3}0.349{col 54}{space 4}-.1084471{col 67}{space 3} .0384254
{txt}W_destrat_~x {c |}{col 14}{res}{space 2}-.0183556{col 26}{space 2} .0272838{col 37}{space 1}   -0.67{col 46}{space 3}0.501{col 54}{space 4}-.0719494{col 67}{space 3} .0352383
{txt}{space 9}age {c |}{col 14}{res}{space 2}-.0056738{col 26}{space 2} .0079595{col 37}{space 1}   -0.71{col 46}{space 3}0.476{col 54}{space 4}-.0213088{col 67}{space 3} .0099612
{txt}{space 6}age_sq {c |}{col 14}{res}{space 2}-.0000442{col 26}{space 2} .0000285{col 37}{space 1}   -1.55{col 46}{space 3}0.121{col 54}{space 4}-.0001002{col 67}{space 3} .0000118
{txt}{space 12} {c |}
{space 6}female {c |}
{space 5}female  {c |}{col 14}{res}{space 2} -.122686{col 26}{space 2} .0078109{col 37}{space 1}  -15.71{col 46}{space 3}0.000{col 54}{space 4}-.1380292{col 67}{space 3}-.1073429
{txt}{space 12} {c |}
{space 5}migrabg {c |}
German Na..  {c |}{col 14}{res}{space 2} .1045133{col 26}{space 2} .0277895{col 37}{space 1}    3.76{col 46}{space 3}0.000{col 54}{space 4}  .049926{col 67}{space 3} .1591006
{txt}{space 12} {c |}
{space 8}PEdu {c |}
Parental ..  {c |}{col 14}{res}{space 2} .0671497{col 26}{space 2} .0100307{col 37}{space 1}    6.69{col 46}{space 3}0.000{col 54}{space 4} .0474464{col 67}{space 3}  .086853
{txt}Parental ..  {c |}{col 14}{res}{space 2} .1086396{col 26}{space 2} .0158509{col 37}{space 1}    6.85{col 46}{space 3}0.000{col 54}{space 4} .0775034{col 67}{space 3} .1397757
{txt}{space 12} {c |}
{space 4}pedu3cat {c |}
Parental ..  {c |}{col 14}{res}{space 2} .0800006{col 26}{space 2} .0139759{col 37}{space 1}    5.72{col 46}{space 3}0.000{col 54}{space 4} .0525475{col 67}{space 3} .1074536
{txt}Parental ..  {c |}{col 14}{res}{space 2} .1231478{col 26}{space 2} .0199784{col 37}{space 1}    6.16{col 46}{space 3}0.000{col 54}{space 4} .0839041{col 67}{space 3} .1623916
{txt}{space 12} {c |}
{space 7}B_alo {c |}{col 14}{res}{space 2}-7.08e-09{col 26}{space 2} 3.36e-08{col 37}{space 1}   -0.21{col 46}{space 3}0.833{col 54}{space 4}-7.31e-08{col 67}{space 3} 5.89e-08
{txt}{space 7}W_alo {c |}{col 14}{res}{space 2} 9.23e-08{col 26}{space 2} 3.93e-08{col 37}{space 1}    2.35{col 46}{space 3}0.019{col 54}{space 4} 1.51e-08{col 67}{space 3} 1.69e-07
{txt}B_leftcabi~t {c |}{col 14}{res}{space 2} .0002925{col 26}{space 2} .0002988{col 37}{space 1}    0.98{col 46}{space 3}0.328{col 54}{space 4}-.0002944{col 67}{space 3} .0008795
{txt}W_leftcabi~t {c |}{col 14}{res}{space 2}-.0001231{col 26}{space 2} .0001531{col 37}{space 1}   -0.80{col 46}{space 3}0.422{col 54}{space 4}-.0004237{col 67}{space 3} .0001776
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .7516016{col 26}{space 2} .3451815{col 37}{space 1}    2.18{col 46}{space 3}0.030{col 54}{space 4} .0735581{col 67}{space 3} 1.429645
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,371
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    546{txt}){col 67}= {res}      7.41
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0622
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0412
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0310
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       547{txt}{col 51}Root MSE{col 67}= {res}    0.2168

{txt}{ralign 78:(Std. err. adjusted for {res:547} clusters in {res:bulacohort})}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}     extpeff{col 14}{c |} Coefficient{col 26}  std. err.{col 38}      t{col 46}   P>|t|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
B_destrat_~x {c |}{col 14}{res}{space 2}-.0600133{col 26}{space 2} .0366411{col 37}{space 1}   -1.64{col 46}{space 3}0.102{col 54}{space 4} -.131988{col 67}{space 3} .0119614
{txt}W_destrat_~x {c |}{col 14}{res}{space 2}  .014907{col 26}{space 2} .0248174{col 37}{space 1}    0.60{col 46}{space 3}0.548{col 54}{space 4}-.0338422{col 67}{space 3} .0636563
{txt}{space 9}age {c |}{col 14}{res}{space 2}-.0049332{col 26}{space 2} .0075409{col 37}{space 1}   -0.65{col 46}{space 3}0.513{col 54}{space 4}-.0197459{col 67}{space 3} .0098796
{txt}{space 6}age_sq {c |}{col 14}{res}{space 2} .0000251{col 26}{space 2} .0000266{col 37}{space 1}    0.94{col 46}{space 3}0.347{col 54}{space 4}-.0000272{col 67}{space 3} .0000774
{txt}{space 12} {c |}
{space 6}female {c |}
{space 5}female  {c |}{col 14}{res}{space 2}-.0167967{col 26}{space 2} .0077918{col 37}{space 1}   -2.16{col 46}{space 3}0.032{col 54}{space 4}-.0321022{col 67}{space 3}-.0014911
{txt}{space 12} {c |}
{space 5}migrabg {c |}
German Na..  {c |}{col 14}{res}{space 2} .0497223{col 26}{space 2} .0273986{col 37}{space 1}    1.81{col 46}{space 3}0.070{col 54}{space 4}-.0040972{col 67}{space 3} .1035419
{txt}{space 12} {c |}
{space 8}PEdu {c |}
Parental ..  {c |}{col 14}{res}{space 2} .0347545{col 26}{space 2} .0100221{col 37}{space 1}    3.47{col 46}{space 3}0.001{col 54}{space 4}  .015068{col 67}{space 3}  .054441
{txt}Parental ..  {c |}{col 14}{res}{space 2}  .075854{col 26}{space 2} .0160792{col 37}{space 1}    4.72{col 46}{space 3}0.000{col 54}{space 4} .0442692{col 67}{space 3} .1074388
{txt}{space 12} {c |}
{space 4}pedu3cat {c |}
Parental ..  {c |}{col 14}{res}{space 2} .0303553{col 26}{space 2} .0136232{col 37}{space 1}    2.23{col 46}{space 3}0.026{col 54}{space 4}  .003595{col 67}{space 3} .0571156
{txt}Parental ..  {c |}{col 14}{res}{space 2} .0469111{col 26}{space 2} .0192673{col 37}{space 1}    2.43{col 46}{space 3}0.015{col 54}{space 4}  .009064{col 67}{space 3} .0847583
{txt}{space 12} {c |}
{space 7}B_alo {c |}{col 14}{res}{space 2} 6.74e-08{col 26}{space 2} 3.19e-08{col 37}{space 1}    2.11{col 46}{space 3}0.035{col 54}{space 4} 4.70e-09{col 67}{space 3} 1.30e-07
{txt}{space 7}W_alo {c |}{col 14}{res}{space 2} 6.11e-08{col 26}{space 2} 3.78e-08{col 37}{space 1}    1.62{col 46}{space 3}0.106{col 54}{space 4}-1.31e-08{col 67}{space 3} 1.35e-07
{txt}B_leftcabi~t {c |}{col 14}{res}{space 2} .0001852{col 26}{space 2} .0002799{col 37}{space 1}    0.66{col 46}{space 3}0.508{col 54}{space 4}-.0003646{col 67}{space 3} .0007351
{txt}W_leftcabi~t {c |}{col 14}{res}{space 2}-4.76e-09{col 26}{space 2} .0001381{col 37}{space 1}   -0.00{col 46}{space 3}1.000{col 54}{space 4}-.0002712{col 67}{space 3} .0002712
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .4623845{col 26}{space 2} .3251269{col 37}{space 1}    1.42{col 46}{space 3}0.156{col 54}{space 4}-.1762682{col 67}{space 3} 1.101037
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}
{com}. 
. 
. ********************
. **********
. ***Visualization Main Analyses
. **********
. ********************
. foreach depvar in part1 convp1 unconvp polint peff intpeff extpeff  {c -(}
{txt}  2{com}. coefplot (`depvar'_main, aseq(Between)  drop(W_*  _cons *yborn* *year* *age* *female* *migrabg* *PEdu* *pedu3cat* *alo* *left*) mcolor(gs8)  msymbol(circle)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(gs8 gs8)) ) ///
>                  (`depvar'_main, aseq(Within) drop(B_*  _cons *yborn* *year* *age* *female* *migrabg* *PEdu* *pedu3cat* *alo* *left*) mcolor(black)  msymbol(circle)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(black black))) ///
> , legend( position(6) row(1) size(tiny))  xline(0)  scheme(plotplain) levels(90 95)  xscale(r(-0.2,0.2)) xlabel(-0.2 (0.1) 0.2) swapnames legend(off) title("`: var label `depvar''", size(small)) name(gr_`depvar') 
{txt}  3{com}. {c )-}
{res}{txt}
{com}. 
. 
. *combination of results in pdfs - Main Results
. 
. graph combine  gr_part1 gr_polint gr_peff , rows(3) scheme(plotplain) graphregion(margin(medium)) iscale(0.75)  name(main)   title("Main Effects of de-stratifying education policies on political engagement", size(vsmall)) note("Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display main ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\MainEffects.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\MainEffects.pdf{rm}
saved as
PDF
format
{p_end}

{com}. graph export "$erg\MainEffects.svg", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\MainEffects.svg{rm}
saved as
SVG
format
{p_end}

{com}. 
. graph combine  gr_convp1 gr_unconvp gr_intpeff gr_extpeff , cols(2) scheme(plotplain) graphregion(margin(medium)) iscale(0.75) name(maindet) title("Main Effects of de-stratifying education policies on political engagement", size(vsmall)) note("Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display maindet,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\MainEffects_Detail.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\MainEffects_Detail.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. ********************
. **********
. ***Analyses Moderation Effects (Individual Educational and socio-economic heterogeneity)
. **********
. ********************
. 
. foreach depvar in part1 convp1 unconvp polint peff intpeff extpeff  {c -(}
{txt}  2{com}. 
. *i.PEdu i.pedu3cat
. **moderation with respondents' educational degree
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.IEdu /// 
>                            i.PEdu i.pedu3cat ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            i.IEdu#c.B_destrat_index  i.IEdu#c.W_destrat_index , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  3{com}. eststo `depvar'_mod_edu
{txt}  4{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.IEdu) post
{txt}  5{com}. eststo `depvar'_mod_W_edu
{txt}  6{com}. 
. **moderation with respondents' occupational qualification
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.edu3cat ///  
>                            i.PEdu i.pedu3cat ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            i.edu3cat#c.B_destrat_index  i.edu3cat#c.W_destrat_index , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  7{com}. eststo `depvar'_mod_occ
{txt}  8{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.edu3cat) post
{txt}  9{com}. eststo `depvar'_mod_W_occ
{txt} 10{com}. {c )-}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}     27.33
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1920
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1724
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1307
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.1537

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0728081{col 47}{space 2} .0369911{col 58}{space 1}   -1.97{col 67}{space 3}0.050{col 75}{space 4}-.1454713{col 88}{space 3}-.0001448
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0460316{col 47}{space 2} .0280765{col 58}{space 1}    1.64{col 67}{space 3}0.102{col 75}{space 4}-.0091203{col 88}{space 3} .1011835
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0410602{col 47}{space 2} .0101401{col 58}{space 1}    4.05{col 67}{space 3}0.000{col 75}{space 4} .0211416{col 88}{space 3} .0609788
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0777189{col 47}{space 2}  .012906{col 58}{space 1}    6.02{col 67}{space 3}0.000{col 75}{space 4}  .052367{col 88}{space 3} .1030707
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0207201{col 47}{space 2} .0077248{col 58}{space 1}    2.68{col 67}{space 3}0.008{col 75}{space 4} .0055459{col 88}{space 3} .0358942
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .042928{col 47}{space 2} .0121175{col 58}{space 1}    3.54{col 67}{space 3}0.000{col 75}{space 4}  .019125{col 88}{space 3}  .066731
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0284137{col 47}{space 2} .0094309{col 58}{space 1}    3.01{col 67}{space 3}0.003{col 75}{space 4} .0098882{col 88}{space 3} .0469393
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0212108{col 47}{space 2} .0150361{col 58}{space 1}    1.41{col 67}{space 3}0.159{col 75}{space 4}-.0083253{col 88}{space 3} .0507469
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0081052{col 47}{space 2} .0060266{col 58}{space 1}    1.34{col 67}{space 3}0.179{col 75}{space 4}-.0037332{col 88}{space 3} .0199436
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000501{col 47}{space 2} .0000206{col 58}{space 1}   -2.43{col 67}{space 3}0.015{col 75}{space 4}-.0000905{col 88}{space 3}-9.62e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0270523{col 47}{space 2} .0051808{col 58}{space 1}   -5.22{col 67}{space 3}0.000{col 75}{space 4}-.0372291{col 88}{space 3}-.0168755
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0957926{col 47}{space 2} .0201136{col 58}{space 1}    4.76{col 67}{space 3}0.000{col 75}{space 4} .0562826{col 88}{space 3} .1353025
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-5.92e-08{col 47}{space 2} 2.40e-08{col 58}{space 1}   -2.47{col 67}{space 3}0.014{col 75}{space 4}-1.06e-07{col 88}{space 3}-1.21e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.19e-08{col 47}{space 2} 2.59e-08{col 58}{space 1}    0.84{col 67}{space 3}0.399{col 75}{space 4}-2.91e-08{col 88}{space 3} 7.28e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0003202{col 47}{space 2} .0002082{col 58}{space 1}   -1.54{col 67}{space 3}0.125{col 75}{space 4}-.0007292{col 88}{space 3} .0000887
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000612{col 47}{space 2} .0000969{col 58}{space 1}   -0.63{col 67}{space 3}0.528{col 75}{space 4}-.0002515{col 88}{space 3} .0001291
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0524243{col 47}{space 2} .0344816{col 58}{space 1}    1.52{col 67}{space 3}0.129{col 75}{space 4}-.0153094{col 88}{space 3}  .120158
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1270309{col 47}{space 2} .0384977{col 58}{space 1}    3.30{col 67}{space 3}0.001{col 75}{space 4} .0514083{col 88}{space 3} .2026536
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  -.06301{col 47}{space 2} .0314491{col 58}{space 1}   -2.00{col 67}{space 3}0.046{col 75}{space 4}-.1247868{col 88}{space 3}-.0012332
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0316786{col 47}{space 2} .0341473{col 58}{space 1}   -0.93{col 67}{space 3}0.354{col 75}{space 4}-.0987555{col 88}{space 3} .0353984
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.0300131{col 47}{space 2}  .257053{col 58}{space 1}   -0.12{col 67}{space 3}0.907{col 75}{space 4}-.5349532{col 88}{space 3} .4749269
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0460316{col 38}{space 2} .0280765{col 49}{space 1}    1.64{col 58}{space 3}0.101{col 66}{space 4}-.0089974{col 79}{space 3} .1010606
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0169784{col 38}{space 2} .0227571{col 49}{space 1}   -0.75{col 58}{space 3}0.456{col 66}{space 4}-.0615815{col 79}{space 3} .0276247
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0143531{col 38}{space 2} .0277267{col 49}{space 1}    0.52{col 58}{space 3}0.605{col 66}{space 4}-.0399903{col 79}{space 3} .0686964
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     24.34
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1864
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1659
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1232
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1547

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0383002{col 47}{space 2} .0386883{col 58}{space 1}    0.99{col 67}{space 3}0.323{col 75}{space 4}-.0376974{col 88}{space 3} .1142978
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}  .108489{col 47}{space 2} .0351473{col 58}{space 1}    3.09{col 67}{space 3}0.002{col 75}{space 4} .0394471{col 88}{space 3} .1775308
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0365199{col 47}{space 2} .0125936{col 58}{space 1}    2.90{col 67}{space 3}0.004{col 75}{space 4} .0117817{col 88}{space 3} .0612582
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0848532{col 47}{space 2} .0154795{col 58}{space 1}    5.48{col 67}{space 3}0.000{col 75}{space 4} .0544458{col 88}{space 3} .1152605
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0340148{col 47}{space 2} .0077526{col 58}{space 1}    4.39{col 67}{space 3}0.000{col 75}{space 4}  .018786{col 88}{space 3} .0492436
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0627597{col 47}{space 2} .0119279{col 58}{space 1}    5.26{col 67}{space 3}0.000{col 75}{space 4}  .039329{col 88}{space 3} .0861905
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0310149{col 47}{space 2}  .009946{col 58}{space 1}    3.12{col 67}{space 3}0.002{col 75}{space 4} .0114775{col 88}{space 3} .0505523
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0231572{col 47}{space 2} .0152049{col 58}{space 1}    1.52{col 67}{space 3}0.128{col 75}{space 4}-.0067107{col 88}{space 3}  .053025
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0032777{col 47}{space 2} .0062878{col 58}{space 1}    0.52{col 67}{space 3}0.602{col 75}{space 4}-.0090737{col 88}{space 3} .0156291
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000159{col 47}{space 2} .0000212{col 58}{space 1}   -0.75{col 67}{space 3}0.454{col 75}{space 4}-.0000576{col 88}{space 3} .0000258
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0209611{col 47}{space 2} .0053949{col 58}{space 1}   -3.89{col 67}{space 3}0.000{col 75}{space 4}-.0315587{col 88}{space 3}-.0103635
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .099399{col 47}{space 2}  .020445{col 58}{space 1}    4.86{col 67}{space 3}0.000{col 75}{space 4} .0592376{col 88}{space 3} .1395603
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-6.28e-08{col 47}{space 2} 2.51e-08{col 58}{space 1}   -2.50{col 67}{space 3}0.013{col 75}{space 4}-1.12e-07{col 88}{space 3}-1.35e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.09e-08{col 47}{space 2} 2.69e-08{col 58}{space 1}    1.15{col 67}{space 3}0.252{col 75}{space 4}-2.20e-08{col 88}{space 3} 8.37e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0003846{col 47}{space 2} .0002171{col 58}{space 1}   -1.77{col 67}{space 3}0.077{col 75}{space 4} -.000811{col 88}{space 3} .0000419
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000153{col 47}{space 2} .0001002{col 58}{space 1}   -0.15{col 67}{space 3}0.879{col 75}{space 4}-.0002121{col 88}{space 3} .0001815
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0593655{col 47}{space 2} .0344959{col 58}{space 1}   -1.72{col 67}{space 3}0.086{col 75}{space 4}-.1271278{col 88}{space 3} .0083967
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0459702{col 47}{space 2} .0453672{col 58}{space 1}    1.01{col 67}{space 3}0.311{col 75}{space 4}-.0431472{col 88}{space 3} .1350876
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0922011{col 47}{space 2} .0378264{col 58}{space 1}   -2.44{col 67}{space 3}0.015{col 75}{space 4}-.1665056{col 88}{space 3}-.0178965
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1657001{col 47}{space 2} .0407342{col 58}{space 1}   -4.07{col 67}{space 3}0.000{col 75}{space 4}-.2457168{col 88}{space 3}-.0856834
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .0873788{col 47}{space 2} .2670965{col 58}{space 1}    0.33{col 67}{space 3}0.744{col 75}{space 4}-.4372945{col 88}{space 3} .6120521
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2}  .108489{col 38}{space 2} .0351473{col 49}{space 1}    3.09{col 58}{space 3}0.002{col 66}{space 4} .0396016{col 79}{space 3} .1773763
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0162879{col 38}{space 2} .0196074{col 49}{space 1}    0.83{col 58}{space 3}0.406{col 66}{space 4}-.0221419{col 79}{space 3} .0547176
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0572111{col 38}{space 2} .0285373{col 49}{space 1}   -2.00{col 58}{space 3}0.045{col 66}{space 4}-.1131431{col 79}{space 3}-.0012792
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}     11.13
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1222
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1009
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0576
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.1534

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           convp1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0877757{col 47}{space 2} .0387522{col 58}{space 1}   -2.27{col 67}{space 3}0.024{col 75}{space 4}-.1638983{col 88}{space 3}-.0116532
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0344072{col 47}{space 2} .0310535{col 58}{space 1}    1.11{col 67}{space 3}0.268{col 75}{space 4}-.0265926{col 88}{space 3}  .095407
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0071004{col 47}{space 2} .0118224{col 58}{space 1}   -0.60{col 67}{space 3}0.548{col 75}{space 4}-.0303236{col 88}{space 3} .0161228
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0157975{col 47}{space 2} .0116007{col 58}{space 1}   -1.36{col 67}{space 3}0.174{col 75}{space 4}-.0385852{col 88}{space 3} .0069902
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0172672{col 47}{space 2} .0084794{col 58}{space 1}    2.04{col 67}{space 3}0.042{col 75}{space 4} .0006108{col 88}{space 3} .0339235
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .026745{col 47}{space 2} .0124147{col 58}{space 1}    2.15{col 67}{space 3}0.032{col 75}{space 4} .0023582{col 88}{space 3} .0511318
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0148487{col 47}{space 2} .0093384{col 58}{space 1}    1.59{col 67}{space 3}0.112{col 75}{space 4} -.003495{col 88}{space 3} .0331925
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0008237{col 47}{space 2} .0143098{col 58}{space 1}   -0.06{col 67}{space 3}0.954{col 75}{space 4} -.028933{col 88}{space 3} .0272856
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0032306{col 47}{space 2} .0058776{col 58}{space 1}    0.55{col 67}{space 3}0.583{col 75}{space 4}-.0083151{col 88}{space 3} .0147764
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000742{col 47}{space 2} .0000196{col 58}{space 1}   -3.78{col 67}{space 3}0.000{col 75}{space 4}-.0001128{col 88}{space 3}-.0000357
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0260597{col 47}{space 2} .0052696{col 58}{space 1}   -4.95{col 67}{space 3}0.000{col 75}{space 4} -.036411{col 88}{space 3}-.0157084
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .177016{col 47}{space 2} .0208722{col 58}{space 1}    8.48{col 67}{space 3}0.000{col 75}{space 4}  .136016{col 88}{space 3} .2180161
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-9.40e-09{col 47}{space 2} 2.25e-08{col 58}{space 1}   -0.42{col 67}{space 3}0.676{col 75}{space 4}-5.36e-08{col 88}{space 3} 3.48e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-5.50e-09{col 47}{space 2} 2.35e-08{col 58}{space 1}   -0.23{col 67}{space 3}0.815{col 75}{space 4}-5.17e-08{col 88}{space 3} 4.07e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001718{col 47}{space 2} .0001959{col 58}{space 1}   -0.88{col 67}{space 3}0.381{col 75}{space 4}-.0005566{col 88}{space 3}  .000213
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000192{col 47}{space 2} .0000905{col 58}{space 1}    0.21{col 67}{space 3}0.832{col 75}{space 4}-.0001586{col 88}{space 3} .0001969
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0712552{col 47}{space 2} .0393384{col 58}{space 1}    1.81{col 67}{space 3}0.071{col 75}{space 4}-.0060188{col 88}{space 3} .1485292
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1478934{col 47}{space 2} .0379816{col 58}{space 1}    3.89{col 67}{space 3}0.000{col 75}{space 4} .0732845{col 88}{space 3} .2225023
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0122353{col 47}{space 2} .0355252{col 58}{space 1}   -0.34{col 67}{space 3}0.731{col 75}{space 4}-.0820189{col 88}{space 3} .0575483
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0050113{col 47}{space 2} .0362964{col 58}{space 1}   -0.14{col 67}{space 3}0.890{col 75}{space 4}-.0763098{col 88}{space 3} .0662872
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .1587845{col 47}{space 2} .2567414{col 58}{space 1}    0.62{col 67}{space 3}0.537{col 75}{space 4}-.3455435{col 88}{space 3} .6631125
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0344072{col 38}{space 2} .0310535{col 49}{space 1}    1.11{col 58}{space 3}0.268{col 66}{space 4}-.0264566{col 79}{space 3}  .095271
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} .0221719{col 38}{space 2} .0231858{col 49}{space 1}    0.96{col 58}{space 3}0.339{col 66}{space 4}-.0232714{col 79}{space 3} .0676152
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0293959{col 38}{space 2} .0259523{col 49}{space 1}    1.13{col 58}{space 3}0.257{col 66}{space 4}-.0214696{col 79}{space 3} .0802614
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     10.33
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1241
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1021
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0579
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1538

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           convp1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0216142{col 47}{space 2} .0339296{col 58}{space 1}    0.64{col 67}{space 3}0.524{col 75}{space 4}-.0450358{col 88}{space 3} .0882641
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0649375{col 47}{space 2} .0353487{col 58}{space 1}    1.84{col 67}{space 3}0.067{col 75}{space 4}-.0045001{col 88}{space 3} .1343751
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0279066{col 47}{space 2} .0129784{col 58}{space 1}    2.15{col 67}{space 3}0.032{col 75}{space 4} .0024124{col 88}{space 3} .0534009
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0079594{col 47}{space 2} .0146241{col 58}{space 1}    0.54{col 67}{space 3}0.586{col 75}{space 4}-.0207676{col 88}{space 3} .0366864
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0217326{col 47}{space 2} .0084589{col 58}{space 1}    2.57{col 67}{space 3}0.010{col 75}{space 4} .0051163{col 88}{space 3} .0383488
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .030452{col 47}{space 2} .0121383{col 58}{space 1}    2.51{col 67}{space 3}0.012{col 75}{space 4}  .006608{col 88}{space 3} .0542959
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0144647{col 47}{space 2} .0095529{col 58}{space 1}    1.51{col 67}{space 3}0.131{col 75}{space 4}-.0043005{col 88}{space 3}   .03323
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0005532{col 47}{space 2} .0144801{col 58}{space 1}   -0.04{col 67}{space 3}0.970{col 75}{space 4}-.0289972{col 88}{space 3} .0278909
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}  .001663{col 47}{space 2} .0058658{col 58}{space 1}    0.28{col 67}{space 3}0.777{col 75}{space 4}-.0098595{col 88}{space 3} .0131855
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000567{col 47}{space 2} .0000192{col 58}{space 1}   -2.95{col 67}{space 3}0.003{col 75}{space 4}-.0000945{col 88}{space 3} -.000019
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0236592{col 47}{space 2} .0054174{col 58}{space 1}   -4.37{col 67}{space 3}0.000{col 75}{space 4}-.0343009{col 88}{space 3}-.0130174
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1731988{col 47}{space 2} .0215851{col 58}{space 1}    8.02{col 67}{space 3}0.000{col 75}{space 4}  .130798{col 88}{space 3} .2155995
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-1.23e-08{col 47}{space 2} 2.31e-08{col 58}{space 1}   -0.53{col 67}{space 3}0.594{col 75}{space 4}-5.78e-08{col 88}{space 3} 3.31e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-4.07e-09{col 47}{space 2} 2.38e-08{col 58}{space 1}   -0.17{col 67}{space 3}0.864{col 75}{space 4}-5.08e-08{col 88}{space 3} 4.27e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} -.000298{col 47}{space 2} .0001992{col 58}{space 1}   -1.50{col 67}{space 3}0.135{col 75}{space 4}-.0006893{col 88}{space 3} .0000933
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000555{col 47}{space 2} .0000922{col 58}{space 1}    0.60{col 67}{space 3}0.547{col 75}{space 4}-.0001255{col 88}{space 3} .0002366
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0448499{col 47}{space 2} .0338478{col 58}{space 1}   -1.33{col 67}{space 3}0.186{col 75}{space 4} -.111339{col 88}{space 3} .0216393
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0786481{col 47}{space 2} .0430196{col 58}{space 1}    1.83{col 67}{space 3}0.068{col 75}{space 4}-.0058578{col 88}{space 3} .1631541
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0181599{col 47}{space 2} .0374357{col 58}{space 1}   -0.49{col 67}{space 3}0.628{col 75}{space 4} -.091697{col 88}{space 3} .0553773
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0612421{col 47}{space 2} .0423963{col 58}{space 1}   -1.44{col 67}{space 3}0.149{col 75}{space 4}-.1445236{col 88}{space 3} .0220395
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .1632132{col 47}{space 2} .2558571{col 58}{space 1}    0.64{col 67}{space 3}0.524{col 75}{space 4} -.339382{col 88}{space 3} .6658083
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0649375{col 38}{space 2} .0353487{col 49}{space 1}    1.84{col 58}{space 3}0.066{col 66}{space 4}-.0043447{col 79}{space 3} .1342197
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0467776{col 38}{space 2} .0195514{col 49}{space 1}    2.39{col 58}{space 3}0.017{col 66}{space 4} .0084577{col 79}{space 3} .0850976
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} .0036954{col 38}{space 2} .0273436{col 49}{space 1}    0.14{col 58}{space 3}0.892{col 66}{space 4}-.0498971{col 79}{space 3} .0572879
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}     28.62
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1748
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1548
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1322
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.2126

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          unconvp{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0628296{col 47}{space 2}  .050128{col 58}{space 1}   -1.25{col 67}{space 3}0.211{col 75}{space 4}-.1612982{col 88}{space 3} .0356389
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0537812{col 47}{space 2} .0375344{col 58}{space 1}    1.43{col 67}{space 3}0.152{col 75}{space 4}-.0199492{col 88}{space 3} .1275116
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0731673{col 47}{space 2} .0136755{col 58}{space 1}    5.35{col 67}{space 3}0.000{col 75}{space 4} .0463039{col 88}{space 3} .1000306
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1400631{col 47}{space 2} .0177914{col 58}{space 1}    7.87{col 67}{space 3}0.000{col 75}{space 4} .1051147{col 88}{space 3} .1750114
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .023022{col 47}{space 2} .0100289{col 58}{space 1}    2.30{col 67}{space 3}0.022{col 75}{space 4} .0033219{col 88}{space 3} .0427221
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0537167{col 47}{space 2} .0160068{col 58}{space 1}    3.36{col 67}{space 3}0.001{col 75}{space 4} .0222737{col 88}{space 3} .0851596
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0374571{col 47}{space 2} .0124767{col 58}{space 1}    3.00{col 67}{space 3}0.003{col 75}{space 4} .0129486{col 88}{space 3} .0619656
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0359004{col 47}{space 2} .0203589{col 58}{space 1}    1.76{col 67}{space 3}0.078{col 75}{space 4}-.0040915{col 88}{space 3} .0758923
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}  .011355{col 47}{space 2}  .008345{col 58}{space 1}    1.36{col 67}{space 3}0.174{col 75}{space 4}-.0050375{col 88}{space 3} .0277474
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000339{col 47}{space 2} .0000287{col 58}{space 1}   -1.18{col 67}{space 3}0.237{col 75}{space 4}-.0000903{col 88}{space 3} .0000224
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0277141{col 47}{space 2} .0070695{col 58}{space 1}   -3.92{col 67}{space 3}0.000{col 75}{space 4}-.0416009{col 88}{space 3}-.0138272
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0416436{col 47}{space 2} .0245958{col 58}{space 1}    1.69{col 67}{space 3}0.091{col 75}{space 4} -.006671{col 88}{space 3} .0899581
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-9.24e-08{col 47}{space 2} 3.31e-08{col 58}{space 1}   -2.79{col 67}{space 3}0.005{col 75}{space 4}-1.57e-07{col 88}{space 3}-2.73e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 4.02e-08{col 47}{space 2} 3.62e-08{col 58}{space 1}    1.11{col 67}{space 3}0.268{col 75}{space 4}-3.10e-08{col 88}{space 3} 1.11e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0004192{col 47}{space 2} .0002905{col 58}{space 1}   -1.44{col 67}{space 3}0.150{col 75}{space 4}-.0009899{col 88}{space 3} .0001515
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001147{col 47}{space 2} .0001366{col 58}{space 1}   -0.84{col 67}{space 3}0.401{col 75}{space 4}-.0003831{col 88}{space 3} .0001536
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0398703{col 47}{space 2} .0456212{col 58}{space 1}    0.87{col 67}{space 3}0.383{col 75}{space 4}-.0497455{col 88}{space 3}  .129486
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1131226{col 47}{space 2} .0520232{col 58}{space 1}    2.17{col 67}{space 3}0.030{col 75}{space 4} .0109313{col 88}{space 3}  .215314
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0968598{col 47}{space 2} .0417163{col 58}{space 1}   -2.32{col 67}{space 3}0.021{col 75}{space 4}-.1788049{col 88}{space 3}-.0149147
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0494567{col 47}{space 2} .0469433{col 58}{space 1}   -1.05{col 67}{space 3}0.293{col 75}{space 4}-.1416695{col 88}{space 3}  .042756
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.1558781{col 47}{space 2}  .356491{col 58}{space 1}   -0.44{col 67}{space 3}0.662{col 75}{space 4}-.8561485{col 88}{space 3} .5443922
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0537812{col 38}{space 2} .0375344{col 49}{space 1}    1.43{col 58}{space 3}0.152{col 66}{space 4}-.0197848{col 79}{space 3} .1273473
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0430786{col 38}{space 2} .0322626{col 49}{space 1}   -1.34{col 58}{space 3}0.182{col 66}{space 4}-.1063121{col 79}{space 3} .0201549
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0043245{col 38}{space 2} .0393201{col 49}{space 1}    0.11{col 58}{space 3}0.912{col 66}{space 4}-.0727414{col 79}{space 3} .0813904
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     23.06
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1661
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1451
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1221
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.2141

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          unconvp{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0494242{col 47}{space 2} .0535135{col 58}{space 1}    0.92{col 67}{space 3}0.356{col 75}{space 4}-.0556956{col 88}{space 3} .1545439
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1375233{col 47}{space 2} .0465014{col 58}{space 1}    2.96{col 67}{space 3}0.003{col 75}{space 4} .0461779{col 88}{space 3} .2288686
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0422622{col 47}{space 2}  .016977{col 58}{space 1}    2.49{col 67}{space 3}0.013{col 75}{space 4} .0089132{col 88}{space 3} .0756111
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1361157{col 47}{space 2} .0214697{col 58}{space 1}    6.34{col 67}{space 3}0.000{col 75}{space 4} .0939415{col 88}{space 3} .1782899
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .042203{col 47}{space 2}  .010197{col 58}{space 1}    4.14{col 67}{space 3}0.000{col 75}{space 4} .0221723{col 88}{space 3} .0622336
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0842982{col 47}{space 2} .0159736{col 58}{space 1}    5.28{col 67}{space 3}0.000{col 75}{space 4} .0529203{col 88}{space 3} .1156762
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0420483{col 47}{space 2} .0132385{col 58}{space 1}    3.18{col 67}{space 3}0.002{col 75}{space 4} .0160432{col 88}{space 3} .0680535
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .038964{col 47}{space 2} .0208581{col 58}{space 1}    1.87{col 67}{space 3}0.062{col 75}{space 4}-.0020087{col 88}{space 3} .0799367
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0043542{col 47}{space 2} .0087557{col 58}{space 1}    0.50{col 67}{space 3}0.619{col 75}{space 4}-.0128451{col 88}{space 3} .0215535
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000113{col 47}{space 2} .0000306{col 58}{space 1}    0.37{col 67}{space 3}0.712{col 75}{space 4}-.0000489{col 88}{space 3} .0000714
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0191623{col 47}{space 2} .0074092{col 58}{space 1}   -2.59{col 67}{space 3}0.010{col 75}{space 4}-.0337166{col 88}{space 3}-.0046081
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0501991{col 47}{space 2} .0243709{col 58}{space 1}    2.06{col 67}{space 3}0.040{col 75}{space 4} .0023258{col 88}{space 3} .0980723
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-9.64e-08{col 47}{space 2} 3.47e-08{col 58}{space 1}   -2.78{col 67}{space 3}0.006{col 75}{space 4}-1.65e-07{col 88}{space 3}-2.82e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.41e-08{col 47}{space 2} 3.76e-08{col 58}{space 1}    1.44{col 67}{space 3}0.150{col 75}{space 4}-1.97e-08{col 88}{space 3} 1.28e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0004423{col 47}{space 2} .0003014{col 58}{space 1}   -1.47{col 67}{space 3}0.143{col 75}{space 4}-.0010343{col 88}{space 3} .0001497
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000625{col 47}{space 2} .0001417{col 58}{space 1}   -0.44{col 67}{space 3}0.659{col 75}{space 4}-.0003409{col 88}{space 3} .0002159
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0690427{col 47}{space 2} .0469961{col 58}{space 1}   -1.47{col 67}{space 3}0.142{col 75}{space 4}  -.16136{col 88}{space 3} .0232746
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0241849{col 47}{space 2} .0641729{col 58}{space 1}    0.38{col 67}{space 3}0.706{col 75}{space 4}-.1018737{col 88}{space 3} .1502435
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1415619{col 47}{space 2} .0497974{col 58}{space 1}   -2.84{col 67}{space 3}0.005{col 75}{space 4}-.2393818{col 88}{space 3}-.0437421
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.2353388{col 47}{space 2} .0563384{col 58}{space 1}   -4.18{col 67}{space 3}0.000{col 75}{space 4}-.3460077{col 88}{space 3}-.1246699
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .0368226{col 47}{space 2} .3715965{col 58}{space 1}    0.10{col 67}{space 3}0.921{col 75}{space 4}-.6931262{col 88}{space 3} .7667714
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1375233{col 38}{space 2} .0465014{col 49}{space 1}    2.96{col 58}{space 3}0.003{col 66}{space 4} .0463823{col 79}{space 3} .2286643
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0040386{col 38}{space 2} .0280024{col 49}{space 1}   -0.14{col 58}{space 3}0.885{col 66}{space 4}-.0589223{col 79}{space 3} .0508451
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0978155{col 38}{space 2} .0420199{col 49}{space 1}   -2.33{col 58}{space 3}0.020{col 66}{space 4}-.1801729{col 79}{space 3}-.0154581
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,521
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    629{txt}){col 67}= {res}    115.26
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2034
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1974
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1527
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       630{txt}{col 51}Root MSE{col 67}= {res}    0.2242

{txt}{ralign 99:(Std. err. adjusted for {res:630} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0922481{col 47}{space 2} .0287706{col 58}{space 1}   -3.21{col 67}{space 3}0.001{col 75}{space 4}-.1487462{col 88}{space 3}  -.03575
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0588567{col 47}{space 2} .0227183{col 58}{space 1}    2.59{col 67}{space 3}0.010{col 75}{space 4} .0142437{col 88}{space 3} .1034696
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0885576{col 47}{space 2} .0089651{col 58}{space 1}    9.88{col 67}{space 3}0.000{col 75}{space 4} .0709525{col 88}{space 3} .1061627
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1689893{col 47}{space 2}  .009406{col 58}{space 1}   17.97{col 67}{space 3}0.000{col 75}{space 4} .1505184{col 88}{space 3} .1874602
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0107615{col 47}{space 2}  .005628{col 58}{space 1}    1.91{col 67}{space 3}0.056{col 75}{space 4}-.0002905{col 88}{space 3} .0218136
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .032867{col 47}{space 2} .0079888{col 58}{space 1}    4.11{col 67}{space 3}0.000{col 75}{space 4} .0171791{col 88}{space 3}  .048555
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0218683{col 47}{space 2} .0068526{col 58}{space 1}    3.19{col 67}{space 3}0.001{col 75}{space 4} .0084116{col 88}{space 3}  .035325
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0385547{col 47}{space 2} .0101049{col 58}{space 1}    3.82{col 67}{space 3}0.000{col 75}{space 4} .0187114{col 88}{space 3}  .058398
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0001271{col 47}{space 2} .0041555{col 58}{space 1}   -0.03{col 67}{space 3}0.976{col 75}{space 4}-.0082875{col 88}{space 3} .0080333
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000364{col 47}{space 2} .0000183{col 58}{space 1}   -1.98{col 67}{space 3}0.048{col 75}{space 4}-.0000724{col 88}{space 3}-3.75e-07
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1096186{col 47}{space 2} .0042225{col 58}{space 1}  -25.96{col 67}{space 3}0.000{col 75}{space 4}-.1179105{col 88}{space 3}-.1013267
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0453365{col 47}{space 2} .0151753{col 58}{space 1}    2.99{col 67}{space 3}0.003{col 75}{space 4} .0155362{col 88}{space 3} .0751368
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-1.07e-08{col 47}{space 2} 1.78e-08{col 58}{space 1}   -0.60{col 67}{space 3}0.549{col 75}{space 4}-4.56e-08{col 88}{space 3} 2.42e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.81e-08{col 47}{space 2} 1.93e-08{col 58}{space 1}    1.97{col 67}{space 3}0.049{col 75}{space 4} 1.62e-10{col 88}{space 3} 7.59e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0002438{col 47}{space 2} .0001496{col 58}{space 1}    1.63{col 67}{space 3}0.104{col 75}{space 4}  -.00005{col 88}{space 3} .0005375
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0002033{col 47}{space 2} .0000743{col 58}{space 1}   -2.73{col 67}{space 3}0.006{col 75}{space 4}-.0003492{col 88}{space 3}-.0000573
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0387622{col 47}{space 2}  .028568{col 58}{space 1}    1.36{col 67}{space 3}0.175{col 75}{space 4}-.0173379{col 88}{space 3} .0948623
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0290569{col 47}{space 2} .0290615{col 58}{space 1}    1.00{col 67}{space 3}0.318{col 75}{space 4}-.0280124{col 88}{space 3} .0861262
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.1018207{col 47}{space 2} .0251833{col 58}{space 1}   -4.04{col 67}{space 3}0.000{col 75}{space 4}-.1512742{col 88}{space 3}-.0523671
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} -.036291{col 47}{space 2} .0280645{col 58}{space 1}   -1.29{col 67}{space 3}0.196{col 75}{space 4}-.0914023{col 88}{space 3} .0188204
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5359879{col 47}{space 2} .1710222{col 58}{space 1}    3.13{col 67}{space 3}0.002{col 75}{space 4} .2001444{col 88}{space 3} .8718315
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,521}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0588567{col 38}{space 2} .0227183{col 49}{space 1}    2.59{col 58}{space 3}0.010{col 66}{space 4} .0143296{col 79}{space 3} .1033837
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} -.042964{col 38}{space 2}  .017136{col 49}{space 1}   -2.51{col 58}{space 3}0.012{col 66}{space 4}-.0765499{col 79}{space 3}-.0093781
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0225657{col 38}{space 2} .0199649{col 49}{space 1}    1.13{col 58}{space 3}0.258{col 66}{space 4}-.0165649{col 79}{space 3} .0616962
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,225
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    627{txt}){col 67}= {res}     93.20
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1771
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1708
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1270
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       628{txt}{col 51}Root MSE{col 67}= {res}    0.2282

{txt}{ralign 99:(Std. err. adjusted for {res:628} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0570184{col 47}{space 2} .0308423{col 58}{space 1}   -1.85{col 67}{space 3}0.065{col 75}{space 4} -.117585{col 88}{space 3} .0035482
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1237364{col 47}{space 2}  .031535{col 58}{space 1}    3.92{col 67}{space 3}0.000{col 75}{space 4} .0618094{col 88}{space 3} .1856634
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0351684{col 47}{space 2} .0117833{col 58}{space 1}    2.98{col 67}{space 3}0.003{col 75}{space 4} .0120289{col 88}{space 3}  .058308
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1375116{col 47}{space 2} .0129175{col 58}{space 1}   10.65{col 67}{space 3}0.000{col 75}{space 4} .1121449{col 88}{space 3} .1628783
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .031435{col 47}{space 2}   .00548{col 58}{space 1}    5.74{col 67}{space 3}0.000{col 75}{space 4} .0206735{col 88}{space 3} .0421964
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0682949{col 47}{space 2} .0082056{col 58}{space 1}    8.32{col 67}{space 3}0.000{col 75}{space 4}  .052181{col 88}{space 3} .0844087
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0297761{col 47}{space 2} .0069598{col 58}{space 1}    4.28{col 67}{space 3}0.000{col 75}{space 4} .0161087{col 88}{space 3} .0434434
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0467894{col 47}{space 2} .0101986{col 58}{space 1}    4.59{col 67}{space 3}0.000{col 75}{space 4} .0267618{col 88}{space 3}  .066817
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} -.004619{col 47}{space 2} .0041991{col 58}{space 1}   -1.10{col 67}{space 3}0.272{col 75}{space 4}-.0128649{col 88}{space 3} .0036269
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000108{col 47}{space 2} .0000191{col 58}{space 1}   -0.57{col 67}{space 3}0.571{col 75}{space 4}-.0000483{col 88}{space 3} .0000266
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0956667{col 47}{space 2} .0042951{col 58}{space 1}  -22.27{col 67}{space 3}0.000{col 75}{space 4}-.1041013{col 88}{space 3}-.0872322
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .056458{col 47}{space 2} .0161695{col 58}{space 1}    3.49{col 67}{space 3}0.001{col 75}{space 4} .0247051{col 88}{space 3} .0882109
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-1.74e-08{col 47}{space 2} 1.83e-08{col 58}{space 1}   -0.95{col 67}{space 3}0.341{col 75}{space 4}-5.34e-08{col 88}{space 3} 1.85e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.12e-08{col 47}{space 2} 2.00e-08{col 58}{space 1}    2.55{col 67}{space 3}0.011{col 75}{space 4} 1.18e-08{col 88}{space 3} 9.06e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0002868{col 47}{space 2} .0001579{col 58}{space 1}    1.82{col 67}{space 3}0.070{col 75}{space 4}-.0000234{col 88}{space 3} .0005969
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001771{col 47}{space 2} .0000759{col 58}{space 1}   -2.33{col 67}{space 3}0.020{col 75}{space 4}-.0003262{col 88}{space 3}-.0000279
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0043417{col 47}{space 2} .0300304{col 58}{space 1}   -0.14{col 67}{space 3}0.885{col 75}{space 4}-.0633141{col 88}{space 3} .0546307
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0191913{col 47}{space 2} .0360513{col 58}{space 1}    0.53{col 67}{space 3}0.595{col 75}{space 4}-.0516047{col 88}{space 3} .0899872
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1284446{col 47}{space 2} .0332577{col 58}{space 1}   -3.86{col 67}{space 3}0.000{col 75}{space 4}-.1937546{col 88}{space 3}-.0631346
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1555891{col 47}{space 2} .0377098{col 58}{space 1}   -4.13{col 67}{space 3}0.000{col 75}{space 4}-.2296418{col 88}{space 3}-.0815364
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .6689321{col 47}{space 2} .1750447{col 58}{space 1}    3.82{col 67}{space 3}0.000{col 75}{space 4} .3251873{col 88}{space 3} 1.012677
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,225}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1237364{col 38}{space 2}  .031535{col 49}{space 1}    3.92{col 58}{space 3}0.000{col 66}{space 4}  .061929{col 79}{space 3} .1855438
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0047082{col 38}{space 2} .0157401{col 49}{space 1}   -0.30{col 58}{space 3}0.765{col 66}{space 4}-.0355582{col 79}{space 3} .0261418
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0318527{col 38}{space 2} .0213977{col 49}{space 1}   -1.49{col 58}{space 3}0.137{col 66}{space 4}-.0737915{col 79}{space 3} .0100861
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,278
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     50.54
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2581
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2395
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2315
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1613

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0812431{col 47}{space 2} .0398358{col 58}{space 1}   -2.04{col 67}{space 3}0.042{col 75}{space 4}-.1594948{col 88}{space 3}-.0029913
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0075727{col 47}{space 2} .0314952{col 58}{space 1}    0.24{col 67}{space 3}0.810{col 75}{space 4}-.0542953{col 88}{space 3} .0694407
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .065442{col 47}{space 2} .0107153{col 58}{space 1}    6.11{col 67}{space 3}0.000{col 75}{space 4} .0443933{col 88}{space 3} .0864908
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}  .164451{col 47}{space 2} .0122056{col 58}{space 1}   13.47{col 67}{space 3}0.000{col 75}{space 4} .1404749{col 88}{space 3} .1884271
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0125999{col 47}{space 2}  .007589{col 58}{space 1}    1.66{col 67}{space 3}0.097{col 75}{space 4}-.0023075{col 88}{space 3} .0275074
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0284937{col 47}{space 2} .0120183{col 58}{space 1}    2.37{col 67}{space 3}0.018{col 75}{space 4} .0048855{col 88}{space 3} .0521019
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0423298{col 47}{space 2}  .010208{col 58}{space 1}    4.15{col 67}{space 3}0.000{col 75}{space 4} .0222777{col 88}{space 3} .0623819
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0546228{col 47}{space 2} .0148026{col 58}{space 1}    3.69{col 67}{space 3}0.000{col 75}{space 4} .0255451{col 88}{space 3} .0837005
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0020701{col 47}{space 2} .0057189{col 58}{space 1}   -0.36{col 67}{space 3}0.718{col 75}{space 4}-.0133041{col 88}{space 3} .0091639
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000183{col 47}{space 2} .0000204{col 58}{space 1}   -0.90{col 67}{space 3}0.370{col 75}{space 4}-.0000584{col 88}{space 3} .0000218
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0769691{col 47}{space 2} .0059321{col 58}{space 1}  -12.98{col 67}{space 3}0.000{col 75}{space 4}-.0886218{col 88}{space 3}-.0653164
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0655063{col 47}{space 2} .0235769{col 58}{space 1}    2.78{col 67}{space 3}0.006{col 75}{space 4} .0191929{col 88}{space 3} .1118197
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 4.37e-08{col 47}{space 2} 2.46e-08{col 58}{space 1}    1.78{col 67}{space 3}0.076{col 75}{space 4}-4.59e-09{col 88}{space 3} 9.19e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.78e-08{col 47}{space 2} 2.92e-08{col 58}{space 1}    2.32{col 67}{space 3}0.021{col 75}{space 4} 1.05e-08{col 88}{space 3} 1.25e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001234{col 47}{space 2} .0002201{col 58}{space 1}   -0.56{col 67}{space 3}0.575{col 75}{space 4}-.0005558{col 88}{space 3}  .000309
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001146{col 47}{space 2} .0001072{col 58}{space 1}   -1.07{col 67}{space 3}0.285{col 75}{space 4}-.0003251{col 88}{space 3} .0000959
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0844172{col 47}{space 2} .0388157{col 58}{space 1}    2.17{col 67}{space 3}0.030{col 75}{space 4} .0081692{col 88}{space 3} .1606651
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0660774{col 47}{space 2} .0396784{col 58}{space 1}    1.67{col 67}{space 3}0.096{col 75}{space 4}-.0118653{col 88}{space 3} .1440201
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0424395{col 47}{space 2} .0381475{col 58}{space 1}   -1.11{col 67}{space 3}0.266{col 75}{space 4}-.1173749{col 88}{space 3}  .032496
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}  .007988{col 47}{space 2} .0395274{col 58}{space 1}    0.20{col 67}{space 3}0.840{col 75}{space 4} -.069658{col 88}{space 3} .0856341
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4788904{col 47}{space 2} .2492502{col 58}{space 1}    1.92{col 67}{space 3}0.055{col 75}{space 4}-.0107264{col 88}{space 3} .9685072
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,278}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0075727{col 38}{space 2} .0314952{col 49}{space 1}    0.24{col 58}{space 3}0.810{col 66}{space 4}-.0541569{col 79}{space 3} .0693023
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0348668{col 38}{space 2} .0258034{col 49}{space 1}   -1.35{col 58}{space 3}0.177{col 66}{space 4}-.0854405{col 79}{space 3} .0157069
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0155607{col 38}{space 2} .0278186{col 49}{space 1}    0.56{col 58}{space 3}0.576{col 66}{space 4}-.0389627{col 79}{space 3} .0700841
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,171
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    540{txt}){col 67}= {res}     37.14
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2255
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2055
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1966
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       541{txt}{col 51}Root MSE{col 67}= {res}    0.1655

{txt}{ralign 99:(Std. err. adjusted for {res:541} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0253455{col 47}{space 2} .0495253{col 58}{space 1}   -0.51{col 67}{space 3}0.609{col 75}{space 4}-.1226313{col 88}{space 3} .0719404
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1207688{col 47}{space 2} .0387458{col 58}{space 1}    3.12{col 67}{space 3}0.002{col 75}{space 4} .0446578{col 88}{space 3} .1968798
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0162058{col 47}{space 2} .0166037{col 58}{space 1}    0.98{col 67}{space 3}0.329{col 75}{space 4}-.0164099{col 88}{space 3} .0488215
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1356609{col 47}{space 2} .0180026{col 58}{space 1}    7.54{col 67}{space 3}0.000{col 75}{space 4} .1002972{col 88}{space 3} .1710247
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0312354{col 47}{space 2} .0076816{col 58}{space 1}    4.07{col 67}{space 3}0.000{col 75}{space 4} .0161459{col 88}{space 3} .0463248
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0595369{col 47}{space 2} .0122103{col 58}{space 1}    4.88{col 67}{space 3}0.000{col 75}{space 4} .0355513{col 88}{space 3} .0835225
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0506299{col 47}{space 2} .0107489{col 58}{space 1}    4.71{col 67}{space 3}0.000{col 75}{space 4} .0295152{col 88}{space 3} .0717446
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0649015{col 47}{space 2} .0154309{col 58}{space 1}    4.21{col 67}{space 3}0.000{col 75}{space 4} .0345896{col 88}{space 3} .0952133
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0037413{col 47}{space 2} .0059948{col 58}{space 1}   -0.62{col 67}{space 3}0.533{col 75}{space 4}-.0155173{col 88}{space 3} .0080348
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000117{col 47}{space 2} .0000215{col 58}{space 1}    0.55{col 67}{space 3}0.584{col 75}{space 4}-.0000304{col 88}{space 3} .0000539
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0678524{col 47}{space 2} .0062171{col 58}{space 1}  -10.91{col 67}{space 3}0.000{col 75}{space 4}-.0800651{col 88}{space 3}-.0556397
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0727159{col 47}{space 2} .0235967{col 58}{space 1}    3.08{col 67}{space 3}0.002{col 75}{space 4} .0263633{col 88}{space 3} .1190686
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 2.84e-08{col 47}{space 2} 2.58e-08{col 58}{space 1}    1.10{col 67}{space 3}0.272{col 75}{space 4}-2.23e-08{col 88}{space 3} 7.90e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.72e-08{col 47}{space 2} 3.19e-08{col 58}{space 1}    2.42{col 67}{space 3}0.016{col 75}{space 4} 1.46e-08{col 88}{space 3} 1.40e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0000138{col 47}{space 2} .0002255{col 58}{space 1}   -0.06{col 67}{space 3}0.951{col 75}{space 4}-.0004568{col 88}{space 3} .0004292
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000474{col 47}{space 2}  .000112{col 58}{space 1}   -0.42{col 67}{space 3}0.673{col 75}{space 4}-.0002674{col 88}{space 3} .0001727
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .020523{col 47}{space 2} .0502545{col 58}{space 1}    0.41{col 67}{space 3}0.683{col 75}{space 4}-.0781953{col 88}{space 3} .1192413
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0085363{col 47}{space 2} .0543228{col 58}{space 1}    0.16{col 67}{space 3}0.875{col 75}{space 4}-.0981736{col 88}{space 3} .1152462
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1470248{col 47}{space 2} .0421507{col 58}{space 1}   -3.49{col 67}{space 3}0.001{col 75}{space 4}-.2298242{col 88}{space 3}-.0642254
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1528747{col 47}{space 2} .0464167{col 58}{space 1}   -3.29{col 67}{space 3}0.001{col 75}{space 4}-.2440542{col 88}{space 3}-.0616952
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4869568{col 47}{space 2} .2595506{col 58}{space 1}    1.88{col 67}{space 3}0.061{col 75}{space 4}-.0228958{col 88}{space 3} .9968094
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,171}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1207688{col 38}{space 2} .0387458{col 49}{space 1}    3.12{col 58}{space 3}0.002{col 66}{space 4} .0448284{col 79}{space 3} .1967092
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} -.026256{col 38}{space 2} .0234612{col 49}{space 1}   -1.12{col 58}{space 3}0.263{col 66}{space 4}-.0722391{col 79}{space 3} .0197271
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0321059{col 38}{space 2} .0323889{col 49}{space 1}   -0.99{col 58}{space 3}0.322{col 66}{space 4} -.095587{col 79}{space 3} .0313753
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,325
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    542{txt}){col 67}= {res}     48.33
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2451
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2265
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2172
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       543{txt}{col 51}Root MSE{col 67}= {res}    0.2134

{txt}{ralign 99:(Std. err. adjusted for {res:543} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          intpeff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0711785{col 47}{space 2} .0556836{col 58}{space 1}   -1.28{col 67}{space 3}0.202{col 75}{space 4}-.1805606{col 88}{space 3} .0382036
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0273337{col 47}{space 2} .0429342{col 58}{space 1}    0.64{col 67}{space 3}0.525{col 75}{space 4}-.0570042{col 88}{space 3} .1116716
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0783217{col 47}{space 2} .0155087{col 58}{space 1}    5.05{col 67}{space 3}0.000{col 75}{space 4} .0478572{col 88}{space 3} .1087861
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1900806{col 47}{space 2} .0169651{col 58}{space 1}   11.20{col 67}{space 3}0.000{col 75}{space 4} .1567552{col 88}{space 3} .2234061
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0192797{col 47}{space 2} .0103828{col 58}{space 1}    1.86{col 67}{space 3}0.064{col 75}{space 4}-.0011159{col 88}{space 3} .0396752
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0335468{col 47}{space 2} .0160166{col 58}{space 1}    2.09{col 67}{space 3}0.037{col 75}{space 4} .0020847{col 88}{space 3}  .065009
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0606234{col 47}{space 2} .0126321{col 58}{space 1}    4.80{col 67}{space 3}0.000{col 75}{space 4} .0358095{col 88}{space 3} .0854373
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0819198{col 47}{space 2} .0190628{col 58}{space 1}    4.30{col 67}{space 3}0.000{col 75}{space 4} .0444738{col 88}{space 3} .1193658
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0014956{col 47}{space 2} .0077687{col 58}{space 1}   -0.19{col 67}{space 3}0.847{col 75}{space 4}-.0167561{col 88}{space 3} .0137648
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000486{col 47}{space 2}  .000028{col 58}{space 1}   -1.74{col 67}{space 3}0.083{col 75}{space 4}-.0001035{col 88}{space 3} 6.36e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1199711{col 47}{space 2} .0076942{col 58}{space 1}  -15.59{col 67}{space 3}0.000{col 75}{space 4}-.1350853{col 88}{space 3}-.1048569
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0855241{col 47}{space 2} .0283894{col 58}{space 1}    3.01{col 67}{space 3}0.003{col 75}{space 4} .0297574{col 88}{space 3} .1412908
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 7.71e-09{col 47}{space 2} 3.24e-08{col 58}{space 1}    0.24{col 67}{space 3}0.812{col 75}{space 4}-5.60e-08{col 88}{space 3} 7.14e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.31e-08{col 47}{space 2} 3.69e-08{col 58}{space 1}    1.98{col 67}{space 3}0.048{col 75}{space 4} 6.65e-10{col 88}{space 3} 1.46e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0000923{col 47}{space 2} .0002908{col 58}{space 1}   -0.32{col 67}{space 3}0.751{col 75}{space 4}-.0006636{col 88}{space 3}  .000479
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001776{col 47}{space 2} .0001471{col 58}{space 1}   -1.21{col 67}{space 3}0.228{col 75}{space 4}-.0004666{col 88}{space 3} .0001113
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0940199{col 47}{space 2} .0550987{col 58}{space 1}    1.71{col 67}{space 3}0.089{col 75}{space 4}-.0142132{col 88}{space 3} .2022531
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0512639{col 47}{space 2} .0558844{col 58}{space 1}    0.92{col 67}{space 3}0.359{col 75}{space 4}-.0585128{col 88}{space 3} .1610405
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0955333{col 47}{space 2} .0479943{col 58}{space 1}   -1.99{col 67}{space 3}0.047{col 75}{space 4} -.189811{col 88}{space 3}-.0012557
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0245471{col 47}{space 2} .0509749{col 58}{space 1}   -0.48{col 67}{space 3}0.630{col 75}{space 4}-.1246795{col 88}{space 3} .0755854
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5583656{col 47}{space 2} .3401773{col 58}{space 1}    1.64{col 67}{space 3}0.101{col 75}{space 4}-.1098618{col 88}{space 3} 1.226593
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,325}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0273337{col 38}{space 2} .0429342{col 49}{space 1}    0.64{col 58}{space 3}0.524{col 66}{space 4}-.0568158{col 79}{space 3} .1114833
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0681996{col 38}{space 2}  .033999{col 49}{space 1}   -2.01{col 58}{space 3}0.045{col 66}{space 4}-.1348364{col 79}{space 3}-.0015628
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0027867{col 38}{space 2} .0369554{col 49}{space 1}    0.08{col 58}{space 3}0.940{col 66}{space 4}-.0696446{col 79}{space 3}  .075218
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,217
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     39.23
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2219
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2021
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1917
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.2175

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          intpeff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0351835{col 47}{space 2} .0602094{col 58}{space 1}   -0.58{col 67}{space 3}0.559{col 75}{space 4}-.1534564{col 88}{space 3} .0830893
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1939545{col 47}{space 2} .0516378{col 58}{space 1}    3.76{col 67}{space 3}0.000{col 75}{space 4} .0925193{col 88}{space 3} .2953897
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0246553{col 47}{space 2} .0204999{col 58}{space 1}    1.20{col 67}{space 3}0.230{col 75}{space 4}-.0156139{col 88}{space 3} .0649245
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1424197{col 47}{space 2} .0225236{col 58}{space 1}    6.32{col 67}{space 3}0.000{col 75}{space 4} .0981752{col 88}{space 3} .1866641
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0408727{col 47}{space 2} .0103543{col 58}{space 1}    3.95{col 67}{space 3}0.000{col 75}{space 4} .0205332{col 88}{space 3} .0612122
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .068231{col 47}{space 2} .0166646{col 58}{space 1}    4.09{col 67}{space 3}0.000{col 75}{space 4} .0354956{col 88}{space 3} .1009663
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0709096{col 47}{space 2} .0134678{col 58}{space 1}    5.27{col 67}{space 3}0.000{col 75}{space 4}  .044454{col 88}{space 3} .0973651
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0972927{col 47}{space 2} .0199234{col 58}{space 1}    4.88{col 67}{space 3}0.000{col 75}{space 4}  .058156{col 88}{space 3} .1364294
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0044672{col 47}{space 2} .0080503{col 58}{space 1}   -0.55{col 67}{space 3}0.579{col 75}{space 4}-.0202808{col 88}{space 3} .0113464
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000113{col 47}{space 2}   .00003{col 58}{space 1}   -0.38{col 67}{space 3}0.707{col 75}{space 4}-.0000702{col 88}{space 3} .0000477
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1094285{col 47}{space 2} .0079368{col 58}{space 1}  -13.79{col 67}{space 3}0.000{col 75}{space 4}-.1250192{col 88}{space 3}-.0938378
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0985198{col 47}{space 2} .0282143{col 58}{space 1}    3.49{col 67}{space 3}0.001{col 75}{space 4} .0430967{col 88}{space 3} .1539429
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-2.19e-08{col 47}{space 2} 3.33e-08{col 58}{space 1}   -0.66{col 67}{space 3}0.510{col 75}{space 4}-8.73e-08{col 88}{space 3} 4.35e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.86e-08{col 47}{space 2} 3.97e-08{col 58}{space 1}    1.98{col 67}{space 3}0.048{col 75}{space 4} 5.95e-10{col 88}{space 3} 1.57e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} -.000037{col 47}{space 2} .0002965{col 58}{space 1}   -0.12{col 67}{space 3}0.901{col 75}{space 4}-.0006193{col 88}{space 3} .0005454
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000644{col 47}{space 2}  .000151{col 58}{space 1}   -0.43{col 67}{space 3}0.670{col 75}{space 4}-.0003611{col 88}{space 3} .0002322
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0415902{col 47}{space 2} .0589169{col 58}{space 1}    0.71{col 67}{space 3}0.481{col 75}{space 4}-.0741437{col 88}{space 3} .1573241
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}  .063314{col 47}{space 2} .0664056{col 58}{space 1}    0.95{col 67}{space 3}0.341{col 75}{space 4}-.0671303{col 88}{space 3} .1937584
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.2431234{col 47}{space 2} .0557108{col 58}{space 1}   -4.36{col 67}{space 3}0.000{col 75}{space 4}-.3525594{col 88}{space 3}-.1336873
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.2772874{col 47}{space 2} .0615528{col 58}{space 1}   -4.50{col 67}{space 3}0.000{col 75}{space 4}-.3981991{col 88}{space 3}-.1563757
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .6062379{col 47}{space 2} .3499902{col 58}{space 1}    1.73{col 67}{space 3}0.084{col 75}{space 4}-.0812683{col 88}{space 3} 1.293744
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,217}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1939545{col 38}{space 2} .0516378{col 49}{space 1}    3.76{col 58}{space 3}0.000{col 66}{space 4} .0927462{col 79}{space 3} .2951627
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0491689{col 38}{space 2}  .032431{col 49}{space 1}   -1.52{col 58}{space 3}0.129{col 66}{space 4}-.1127325{col 79}{space 3} .0143947
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0833329{col 38}{space 2} .0425272{col 49}{space 1}   -1.96{col 58}{space 3}0.050{col 66}{space 4}-.1666848{col 79}{space 3} .0000189
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,312
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    542{txt}){col 67}= {res}     15.90
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1106
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0886
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0808
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       543{txt}{col 51}Root MSE{col 67}= {res}    0.2118

{txt}{ralign 99:(Std. err. adjusted for {res:543} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          extpeff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} -.122025{col 47}{space 2} .0512582{col 58}{space 1}   -2.38{col 67}{space 3}0.018{col 75}{space 4}-.2227142{col 88}{space 3}-.0213359
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0277422{col 47}{space 2} .0461682{col 58}{space 1}   -0.60{col 67}{space 3}0.548{col 75}{space 4}-.1184326{col 88}{space 3} .0629483
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0447056{col 47}{space 2} .0132168{col 58}{space 1}    3.38{col 67}{space 3}0.001{col 75}{space 4} .0187432{col 88}{space 3} .0706681
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1256543{col 47}{space 2} .0162788{col 58}{space 1}    7.72{col 67}{space 3}0.000{col 75}{space 4}  .093677{col 88}{space 3} .1576317
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0044593{col 47}{space 2}  .010598{col 58}{space 1}    0.42{col 67}{space 3}0.674{col 75}{space 4}-.0163588{col 88}{space 3} .0252774
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0252944{col 47}{space 2}  .016764{col 58}{space 1}    1.51{col 67}{space 3}0.132{col 75}{space 4} -.007636{col 88}{space 3} .0582248
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0168944{col 47}{space 2}  .013633{col 58}{space 1}    1.24{col 67}{space 3}0.216{col 75}{space 4}-.0098856{col 88}{space 3} .0436745
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0137233{col 47}{space 2} .0191634{col 58}{space 1}    0.72{col 67}{space 3}0.474{col 75}{space 4}-.0239204{col 88}{space 3}  .051367
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0027801{col 47}{space 2} .0075528{col 58}{space 1}   -0.37{col 67}{space 3}0.713{col 75}{space 4}-.0176164{col 88}{space 3} .0120562
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000167{col 47}{space 2} .0000272{col 58}{space 1}    0.61{col 67}{space 3}0.541{col 75}{space 4}-.0000368{col 88}{space 3} .0000701
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0161379{col 47}{space 2} .0076329{col 58}{space 1}   -2.11{col 67}{space 3}0.035{col 75}{space 4}-.0311315{col 88}{space 3}-.0011443
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0443118{col 47}{space 2} .0278463{col 58}{space 1}    1.59{col 67}{space 3}0.112{col 75}{space 4}-.0103882{col 88}{space 3} .0990117
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 8.25e-08{col 47}{space 2} 3.06e-08{col 58}{space 1}    2.70{col 67}{space 3}0.007{col 75}{space 4} 2.25e-08{col 88}{space 3} 1.43e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 4.18e-08{col 47}{space 2} 3.61e-08{col 58}{space 1}    1.16{col 67}{space 3}0.247{col 75}{space 4}-2.90e-08{col 88}{space 3} 1.13e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001111{col 47}{space 2} .0002741{col 58}{space 1}   -0.41{col 67}{space 3}0.685{col 75}{space 4}-.0006495{col 88}{space 3} .0004272
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000322{col 47}{space 2} .0001318{col 58}{space 1}    0.24{col 67}{space 3}0.807{col 75}{space 4}-.0002267{col 88}{space 3} .0002911
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .087584{col 47}{space 2} .0483441{col 58}{space 1}    1.81{col 67}{space 3}0.071{col 75}{space 4}-.0073808{col 88}{space 3} .1825488
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1022222{col 47}{space 2} .0524271{col 58}{space 1}    1.95{col 67}{space 3}0.052{col 75}{space 4} -.000763{col 88}{space 3} .2052073
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0331939{col 47}{space 2} .0544843{col 58}{space 1}    0.61{col 67}{space 3}0.543{col 75}{space 4}-.0738323{col 88}{space 3} .1402201
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0530571{col 47}{space 2} .0537462{col 58}{space 1}    0.99{col 67}{space 3}0.324{col 75}{space 4}-.0525193{col 88}{space 3} .1586336
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .3681989{col 47}{space 2} .3286806{col 58}{space 1}    1.12{col 67}{space 3}0.263{col 75}{space 4}-.2774451{col 88}{space 3} 1.013843
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,312}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}-.0277422{col 38}{space 2} .0461682{col 49}{space 1}   -0.60{col 58}{space 3}0.548{col 66}{space 4}-.1182301{col 79}{space 3} .0627458
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} .0054517{col 38}{space 2} .0339935{col 49}{space 1}    0.16{col 58}{space 3}0.873{col 66}{space 4}-.0611743{col 79}{space 3} .0720778
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}  .025315{col 38}{space 2} .0342965{col 49}{space 1}    0.74{col 58}{space 3}0.460{col 66}{space 4} -.041905{col 79}{space 3} .0925349
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,202
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    540{txt}){col 67}= {res}     11.97
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1010
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0780
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0692
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       541{txt}{col 51}Root MSE{col 67}= {res}    0.2133

{txt}{ralign 99:(Std. err. adjusted for {res:541} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          extpeff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0202816{col 47}{space 2}  .051788{col 58}{space 1}   -0.39{col 67}{space 3}0.695{col 75}{space 4}-.1220123{col 88}{space 3} .0814491
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0146386{col 47}{space 2} .0479696{col 58}{space 1}    0.31{col 67}{space 3}0.760{col 75}{space 4}-.0795913{col 88}{space 3} .1088686
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} -.000311{col 47}{space 2} .0181962{col 58}{space 1}   -0.02{col 67}{space 3}0.986{col 75}{space 4}-.0360551{col 88}{space 3}  .035433
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1225028{col 47}{space 2}   .02001{col 58}{space 1}    6.12{col 67}{space 3}0.000{col 75}{space 4} .0831959{col 88}{space 3} .1618097
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0199223{col 47}{space 2} .0105937{col 58}{space 1}    1.88{col 67}{space 3}0.061{col 75}{space 4}-.0008877{col 88}{space 3} .0407323
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0517079{col 47}{space 2} .0162408{col 58}{space 1}    3.18{col 67}{space 3}0.002{col 75}{space 4} .0198049{col 88}{space 3} .0836109
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0228902{col 47}{space 2} .0136472{col 58}{space 1}    1.68{col 67}{space 3}0.094{col 75}{space 4} -.003918{col 88}{space 3} .0496984
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0170718{col 47}{space 2} .0194644{col 58}{space 1}    0.88{col 67}{space 3}0.381{col 75}{space 4}-.0211633{col 88}{space 3}  .055307
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0028908{col 47}{space 2} .0078192{col 58}{space 1}   -0.37{col 67}{space 3}0.712{col 75}{space 4}-.0182505{col 88}{space 3} .0124689
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000345{col 47}{space 2} .0000277{col 58}{space 1}    1.25{col 67}{space 3}0.213{col 75}{space 4}-.0000198{col 88}{space 3} .0000888
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0088848{col 47}{space 2} .0079509{col 58}{space 1}   -1.12{col 67}{space 3}0.264{col 75}{space 4}-.0245034{col 88}{space 3} .0067338
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .048414{col 47}{space 2} .0286217{col 58}{space 1}    1.69{col 67}{space 3}0.091{col 75}{space 4}-.0078095{col 88}{space 3} .1046375
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 8.71e-08{col 47}{space 2} 3.22e-08{col 58}{space 1}    2.71{col 67}{space 3}0.007{col 75}{space 4} 2.40e-08{col 88}{space 3} 1.50e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 4.79e-08{col 47}{space 2} 3.79e-08{col 58}{space 1}    1.26{col 67}{space 3}0.206{col 75}{space 4}-2.65e-08{col 88}{space 3} 1.22e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0000498{col 47}{space 2}   .00028{col 58}{space 1}    0.18{col 67}{space 3}0.859{col 75}{space 4}-.0005001{col 88}{space 3} .0005998
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000386{col 47}{space 2} .0001348{col 58}{space 1}    0.29{col 67}{space 3}0.775{col 75}{space 4}-.0002262{col 88}{space 3} .0003034
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0143046{col 47}{space 2} .0542636{col 58}{space 1}   -0.26{col 67}{space 3}0.792{col 75}{space 4}-.1208983{col 88}{space 3}  .092289
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0717312{col 47}{space 2} .0571911{col 58}{space 1}   -1.25{col 67}{space 3}0.210{col 75}{space 4}-.1840755{col 88}{space 3} .0406131
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0132772{col 47}{space 2} .0528619{col 58}{space 1}   -0.25{col 67}{space 3}0.802{col 75}{space 4}-.1171175{col 88}{space 3}  .090563
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0289891{col 47}{space 2} .0571119{col 58}{space 1}    0.51{col 67}{space 3}0.612{col 75}{space 4}-.0831996{col 88}{space 3} .1411778
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .3331137{col 47}{space 2} .3394598{col 58}{space 1}    0.98{col 67}{space 3}0.327{col 75}{space 4}-.3337099{col 88}{space 3} .9999373
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,202}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0146386{col 38}{space 2} .0479696{col 49}{space 1}    0.31{col 58}{space 3}0.760{col 66}{space 4}-.0793801{col 79}{space 3} .1086574
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0013614{col 38}{space 2} .0298144{col 49}{space 1}    0.05{col 58}{space 3}0.964{col 66}{space 4}-.0570737{col 79}{space 3} .0597965
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} .0436277{col 38}{space 2} .0401601{col 49}{space 1}    1.09{col 58}{space 3}0.277{col 66}{space 4}-.0350846{col 79}{space 3} .1223401
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. 
. 
. ********************
. **********
. ****Visualization of Moderation Effects
. **********
. ********************
. 
. ***
. *Marginal Effects
. ***
. graph drop _all
{txt}
{com}. foreach depvar in part1 convp1 unconvp polint peff intpeff extpeff {c -(}
{txt}  2{com}. coefplot ///
> (`depvar'_mod_W_edu,  label(Edu. Degree)  mcolor(black) ciopts(lcol(black black) recast(rcap rcap)  lwidth(medium thin)) msymbol(triangle) ) ///
> (`depvar'_mod_W_occ,  label(Occ. Qualification)  mcolor(gs8) ciopts(lcol(gs8 gs8) recast(rcap rcap)  lwidth(medium thin)) msymbol(diamond) ) ///
> ,  legend(position(6) row(1) size(vsmall)  )  xline(0)  scheme(plotplain) title("`: var label `depvar''", size(small)) ///
> name(mod_`depvar')  rename(1.IEdu = Basic 2.IEdu= Voc. 3.IEdu= Acad. 1.edu3cat = Basic 2.edu3cat = Voc. 3.edu3cat = Acad.) levels(90 95)  xscale(r(-0.3,0.3)) xlabel(-0.3 (0.1) 0.3)
{txt}  3{com}. {c )-}
{res}{txt}
{com}. 
. *combination of results in pdfs - Main Results - Moderation
. 
. grc1leg mod_part1 mod_polint mod_peff , rows(3) scheme(plotplain) imargin(vsmall) iscale(0.7) name(main_mod) title("Cross-level interaction: effects of de-stratifying education policies" "on political engagement among different educational groups", size(vsmall))   note("Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display main_mod ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Moderation.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Moderation.pdf{rm}
saved as
PDF
format
{p_end}

{com}. graph export "$erg\Moderation.svg", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Moderation.svg{rm}
saved as
SVG
format
{p_end}

{com}. 
. *combination of results in pdfs - Subindices for Appendix - Moderation
. 
. grc1leg mod_convp1 mod_unconvp , rows(2) scheme(plotplain) imargin(vsmall) iscale(0.7) name(mod_detpart) title("Cross-level interaction: (within) effects of de-stratifying education policies" "on political engagement among different educational groups", size(vsmall))   note("Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display mod_detpart ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\Moderation_Detail_Part.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\Moderation_Detail_Part.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. grc1leg mod_intpeff mod_extpeff , rows(2) scheme(plotplain) imargin(vsmall) iscale(0.7) name(mod_detpeff) title("Cross-level interaction: effects of de-stratifying education policies" "on political engagement among different educational groups", size(vsmall))   note("Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. 
. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display mod_detpeff ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\Moderation_Detail_Peff.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\Moderation_Detail_Peff.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. 
. ***********************************************************************************************************************************************************
. ****************************Step 1b: main analyses as table*****************************************************************************************
. ***********************************************************************************************************************************************************
. 
. *tabular results participation (main effects)
. esttab  part1_main using "$erg\Appendix\TabularResults_Participation_Main.tex" ,  /// 
> star(+ 0.10 * 0.05 ** 0.01 *** 0.001) se(3) b(3)   stats(N  r2, fmt(0  3) labels(`"Obs."' `"R$^2$"') ///
> layout("\multicolumn{c -(}1{c )-}{c -(}c{c )-}{c -(}@{c )-}")) label  nonumbers  alignment (S S) nogaps compress /// 
> mtitles(" ") mgroups("Main Effects: Political Participation" , ///
> pattern(1 0 ) prefix(\multicolumn{c -(}@span{c )-}{c -(}c{c )-}{c -(}) suffix({c )-}) span ) ///
>  replace nobaselevels  addnotes("School cohort and Allbus wave fixed effects included.")
{res}{txt}(output written to {browse  `"..\Results\Final\Appendix\TabularResults_Participation_Main.tex"'})

{com}.  
. *tabular results pol. interest (main effects)
. esttab  polint_main  using "$erg\Appendix\TabularResults_Interest_Main.tex" ,  /// 
> star(+ 0.10 * 0.05 ** 0.01 *** 0.001) se(3) b(3)    stats(N r2, fmt(0  3) labels(`"Obs."' `"R$^2$"') ///
> layout("\multicolumn{c -(}1{c )-}{c -(}c{c )-}{c -(}@{c )-}" )) label  nonumbers  alignment (S S) nogaps compress /// 
> mtitles(" ") mgroups( "Main Effects: Political Interest", ///
> pattern(1 0  ) prefix(\multicolumn{c -(}@span{c )-}{c -(}c{c )-}{c -(}) suffix({c )-}) span ) ///
>  replace  nobaselevels  addnotes("School cohort and Allbus wave fixed effects included.")
{res}{txt}(output written to {browse  `"..\Results\Final\Appendix\TabularResults_Interest_Main.tex"'})

{com}. 
.  *tabular results efficacy (main effects)
. esttab  peff_main  using "$erg\Appendix\TabularResults_Efficacy_Main.tex" ,  /// 
> star(+ 0.10 * 0.05 ** 0.01 *** 0.001) se(3) b(3)  stats(N r2, fmt(0 3 ) labels(`"Obs."' `"R$^2$"') ///
> layout("\multicolumn{c -(}1{c )-}{c -(}c{c )-}{c -(}@{c )-}" )) label  nonumbers  alignment (S S) nogaps compress /// 
> mtitles(" ") mgroups( "Main Effects: Political Efficacy" , ///
> pattern(1 0  ) prefix(\multicolumn{c -(}@span{c )-}{c -(}c{c )-}{c -(}) suffix({c )-}) span ) ///
>  replace nobaselevels  addnotes("School cohort and Allbus wave fixed effects included.")
{res}{txt}(output written to {browse  `"..\Results\Final\Appendix\TabularResults_Efficacy_Main.tex"'})

{com}. 
. 
. *tabular results participation (moderation effects)
. esttab  part1_mod_edu  part1_mod_occ using "$erg\Appendix\TabularResults_Participation_Mod.tex" ,  /// 
> star(+ 0.10 * 0.05 ** 0.01 *** 0.001) se(3) b(3)   stats(N r2, fmt(0  3) labels(`"Obs."' `"R$^2$"') ///
> layout("\multicolumn{c -(}1{c )-}{c -(}c{c )-}{c -(}@{c )-}" )) label  nonumbers  alignment (S S ) nogaps compress wide  /// 
> mtitles( "Edu. Degrees" "Occ. Quali." ) mgroups("Moderation Effects: Political Participation" , ///
> pattern(1 0   ) prefix(\multicolumn{c -(}@span{c )-}{c -(}c{c )-}{c -(}) suffix({c )-}) span ) ///
>  replace nobaselevels nonotes addnotes("Standard errors cluster by federal state-specific school cohorts in parentheses. \sym{c -(}+{c )-} \(p<0.10\), \sym{c -(}*{c )-} \(p<0.05\), \sym{c -(}**{c )-} \(p<0.01\), \sym{c -(}***{c )-} \(p<0.001\)" "School cohort and Allbus wave fixed effects included. Occ. Quali = Occupational Qualification")
{res}{txt}(output written to {browse  `"..\Results\Final\Appendix\TabularResults_Participation_Mod.tex"'})

{com}.  
. *tabular results pol. interest (moderation effects)
. esttab polint_mod_edu polint_mod_occ  using "$erg\Appendix\TabularResults_Interest_Mod.tex" ,  /// 
> star(+ 0.10 * 0.05 ** 0.01 *** 0.001) se(3) b(3)    stats(N r2, fmt(0  3) labels(`"Obs."' `"R$^2$"') ///
> layout("\multicolumn{c -(}1{c )-}{c -(}c{c )-}{c -(}@{c )-}" )) label  nonumbers  alignment (S S ) nogaps compress wide /// 
> mtitles("Edu. Degrees" "Occ. Quali" ) mgroups( "Moderation Effects: Political Interest", ///
> pattern(1 0  ) prefix(\multicolumn{c -(}@span{c )-}{c -(}c{c )-}{c -(}) suffix({c )-}) span ) ///
>  replace nobaselevels nonotes addnotes("Standard errors cluster by federal state-specific school cohorts in parentheses. \sym{c -(}+{c )-} \(p<0.10\), \sym{c -(}*{c )-} \(p<0.05\), \sym{c -(}**{c )-} \(p<0.01\), \sym{c -(}***{c )-} \(p<0.001\)" "School cohort and Allbus wave fixed effects included. Occ. Quali = Occupational Qualification")
{res}{txt}(output written to {browse  `"..\Results\Final\Appendix\TabularResults_Interest_Mod.tex"'})

{com}. 
.  *tabular results efficacy (moderation effects)
. esttab  peff_mod_edu peff_mod_occ  using "$erg\Appendix\TabularResults_Efficacy_Mod.tex" ,  /// 
> star(+ 0.10 * 0.05 ** 0.01 *** 0.001) se(3) b(3) stats(N r2, fmt(0  3) labels(`"Obs."' `"R$^2$"') ///
> layout("\multicolumn{c -(}1{c )-}{c -(}c{c )-}{c -(}@{c )-}" )) label  nonumbers  alignment (S S ) nogaps compress wide /// 
> mtitles("Edu. Degrees" "Occ. Quali" ) mgroups( "Moderation Effects: Political Efficacy" , ///
> pattern(1 0  ) prefix(\multicolumn{c -(}@span{c )-}{c -(}c{c )-}{c -(}) suffix({c )-}) span ) ///
>  replace  nobaselevels nonotes addnotes("Standard errors cluster by federal state-specific school cohorts in parentheses. \sym{c -(}+{c )-} \(p<0.10\), \sym{c -(}*{c )-} \(p<0.05\), \sym{c -(}**{c )-} \(p<0.01\), \sym{c -(}***{c )-} \(p<0.001\)" "School cohort and Allbus wave fixed effects included. Occ. Quali = Occupational Qualification") noisily
{txt}estout peff_mod_edu peff_mod_occ using `"..\Results\Final\Appendix\TabularResults_Efficacy_Mod.tex"' ,
 cells(`"b(fmt(3) star) se(fmt(3) par)"')
 stats(N r2, fmt(0  3) labels(`"Obs."' `"R$^2$"') layout("\multicolumn{c -(}1{c )-}{c -(}c{c )-}{c -(}@{c )-}" ))
 starlevels(`"\sym{c -(}+{c )-}"' 0.10 `"\sym{c -(}*{c )-}"' 0.05 `"\sym{c -(}**{c )-}"' 0.01 `"\sym{c -(}***{c )-}"' 0.001, label(" \(p<@\)"))
 varwidth(16)
 modelwidth(9)
 delimiter(&)
 end(\\)
 prehead(`"{c -(}"' `"\def\sym#1{c -(}\ifmmode^{c -(}#1{c )-}\else\(^{c -(}#1{c )-}\)\fi{c )-}"' \begin{c -(}tabular{c )-}{c -(}l*{c -(}@E{c )-}{c -(}S S {c )-}{c )-} \hline\hline)
 posthead("\hline")
 prefoot("\hline")
 postfoot(`"\hline\hline"' `"\multicolumn{c -(}@span{c )-}{c -(}l{c )-}{c -(}\footnotesize Standard errors cluster by federal state-specific school cohorts in parentheses. \sym{c -(}+{c )-} \(p<0.10\), \sym{c -(}*{c )-} \(p<0.05\), \sym{c -(}**{c )-} \(p<0.01\), \sym{c -(}***{c )-} \(p<0.001\){c )-}\\"' `"\multicolumn{c -(}@span{c )-}{c -(}l{c )-}{c -(}\footnotesize School cohort and Allbus wave fixed effects included. Occ. Quali = Occupational Qualification{c )-}\\"' \end{c -(}tabular{c )-} {c )-})
 label
 varlabels(_cons Constant)
 mlabels("Edu. Degrees" "Occ. Quali" , titles span prefix(\multicolumn{c -(}@span{c )-}{c -(}c{c )-}{c -(}) suffix({c )-}))
 nonumbers
 collabels(none)
 eqlabels(, begin("\hline" "") nofirst)
 mgroups( "Moderation Effects: Political Efficacy" , pattern(1 0  ) prefix(\multicolumn{c -(}@span{c )-}{c -(}c{c )-}{c -(}) suffix({c )-}) span )
 substitute(_ \_ "\_cons " \_cons)
 interaction(" $\times$ ")
 notype
 level(95)
 style(esttab)
 replace
 nobaselevels
{res}{txt}(output written to {browse  `"..\Results\Final\Appendix\TabularResults_Efficacy_Mod.tex"'})

{com}.  
.  estwrite _all using "$erg\EstimatesMainAnalysis.sters" , replace
{res}{txt}(saving part1_main)
{res}{txt}(saving convp1_main)
{res}{txt}(saving unconvp_main)
{res}{txt}(saving polint_main)
{res}{txt}(saving peff_main)
{res}{txt}(saving intpeff_main)
{res}{txt}(saving extpeff_main)
{res}{txt}(saving part1_mod_edu)
{res}{txt}(saving part1_mod_W_edu)
{res}{txt}(saving part1_mod_occ)
{res}{txt}(saving part1_mod_W_occ)
{res}{txt}(saving convp1_mod_edu)
{res}{txt}(saving convp1_mod_W_edu)
{res}{txt}(saving convp1_mod_occ)
{res}{txt}(saving convp1_mod_W_occ)
{res}{txt}(saving unconvp_mod_edu)
{res}{txt}(saving unconvp_mod_W_edu)
{res}{txt}(saving unconvp_mod_occ)
{res}{txt}(saving unconvp_mod_W_occ)
{res}{txt}(saving polint_mod_edu)
{res}{txt}(saving polint_mod_W_edu)
{res}{txt}(saving polint_mod_occ)
{res}{txt}(saving polint_mod_W_occ)
{res}{txt}(saving peff_mod_edu)
{res}{txt}(saving peff_mod_W_edu)
{res}{txt}(saving peff_mod_occ)
{res}{txt}(saving peff_mod_W_occ)
{res}{txt}(saving intpeff_mod_edu)
{res}{txt}(saving intpeff_mod_W_edu)
{res}{txt}(saving intpeff_mod_occ)
{res}{txt}(saving intpeff_mod_W_occ)
{res}{txt}(saving extpeff_mod_edu)
{res}{txt}(saving extpeff_mod_W_edu)
{res}{txt}(saving extpeff_mod_occ)
{res}{txt}(saving extpeff_mod_W_occ)
{res}{txt}(file ..\Results\Final\EstimatesMainAnalysis.sters saved)

{com}. 
. ***********************************************************************************************************************************************************
. ****************************Step 1b: main analyses as marginal predictions*********************************************************************************
. ***********************************************************************************************************************************************************
. 
. ***
. *Marginal Predictions
. ***
. graph drop _all
{txt}
{com}. fre IEdu
{res}
{txt}IEdu {hline 2} Highest educational degree
{txt}{hline 34}{hline 1}{c TT}{hline 44}
{txt}        {txt}                           {c |}      Freq.    Percent      Valid       Cum.
{txt}{hline 34}{hline 1}{c +}{hline 44}
{txt}Valid   1  Edu. degree: basic      {c |}{res}       5511      27.49      27.88      27.88
{txt}        2  Edu. degree: vocational {c |}{res}       9100      45.40      46.04      73.92
{txt}        3  Edu. degree: Academic   {c |}{res}       5154      25.71      26.08     100.00
{txt}        Total                      {c |}{res}      19765      98.60     100.00           
{txt}Missing .                          {c |}{res}        254       1.27                      
{txt}        .e                         {c |}{res}         25       0.12                      
{txt}        .n                         {c |}{res}          1       0.00                      
{txt}        Total                      {c |}{res}        280       1.40                      
{txt}Total                              {c |}{res}      20045     100.00                      
{txt}{hline 34}{hline 1}{c BT}{hline 44}

{com}. foreach depvar in part1 polint peff  {c -(}
{txt}  2{com}. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.IEdu /// 
>                            i.PEdu i.pedu3cat ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            i.IEdu#c.B_destrat_index  i.IEdu#c.W_destrat_index , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  3{com}. sum W_destrat_index
{txt}  4{com}. margins, over(IEdu)  at(c.W_destrat_index=(`r(min)' (0.1) `r(max)')) level(90)
{txt}  5{com}. marginsplot,  title("`: var label `depvar''", size(small)) xscale(r(-0.5,0.55)) xlabel(-0.5 (0.2) 0.5)  name(pred_`depvar'_edu) legend(position(6) row(1) size(vsmall)) plot1opts(lcol(black) mcol(black) msymbol(circle) lpattern(solid) ) plot2opts(lcol(gs9) mcol(gs9) msymbol(triangle_hollow) lpattern(dash) ) plot3opts(lcol(black) mcol(black) msymbol(square) lpattern(solid) ) ci1opt(lcol(black)) ci2opt(lcol(gs9)) ci3opt(lcol(black) ) scheme(plotplain) ytitle(Predicted Values, size(vsmall)) yscale(r(0.1,0.7)) ylabel(0.1 (0.2) 0.7) xtitle(,size(vsmall))
{txt}  6{com}. 
. **moderation with respondents' occupational qualification
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.edu3cat ///  
>                            i.PEdu i.pedu3cat ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            i.edu3cat#c.B_destrat_index  i.edu3cat#c.W_destrat_index , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  7{com}. sum W_destrat_index
{txt}  8{com}. margins, over(edu3cat)  at(c.W_destrat_index=(`r(min)' (0.1) `r(max)')) level(90)
{txt}  9{com}. marginsplot,  title("`: var label `depvar''", size(small)) xscale(r(-0.5,0.55)) xlabel(-0.5 (0.2) 0.5)  name(pred_`depvar'_occ) legend(position(6) row(1) size(vsmall)) plot1opts(lcol(black) mcol(black) msymbol(circle) lpattern(solid) ) plot2opts(lcol(gs9) mcol(gs9) msymbol(triangle_hollow) lpattern(dash) ) plot3opts(lcol(black) mcol(black) msymbol(square) lpattern(solid) ) ci1opt(lcol(black)) ci2opt(lcol(gs9)) ci3opt(lcol(black) ) scheme(plotplain) ytitle(Predicted Values, size(vsmall)) yscale(r(0.1,0.7)) ylabel(0.1 (0.2) 0.7) xtitle(,size(vsmall))
{txt} 10{com}. {c )-}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}     27.33
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1920
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1724
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1307
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.1537

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0728081{col 47}{space 2} .0369911{col 58}{space 1}   -1.97{col 67}{space 3}0.050{col 75}{space 4}-.1454713{col 88}{space 3}-.0001448
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0460316{col 47}{space 2} .0280765{col 58}{space 1}    1.64{col 67}{space 3}0.102{col 75}{space 4}-.0091203{col 88}{space 3} .1011835
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0410602{col 47}{space 2} .0101401{col 58}{space 1}    4.05{col 67}{space 3}0.000{col 75}{space 4} .0211416{col 88}{space 3} .0609788
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0777189{col 47}{space 2}  .012906{col 58}{space 1}    6.02{col 67}{space 3}0.000{col 75}{space 4}  .052367{col 88}{space 3} .1030707
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0207201{col 47}{space 2} .0077248{col 58}{space 1}    2.68{col 67}{space 3}0.008{col 75}{space 4} .0055459{col 88}{space 3} .0358942
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .042928{col 47}{space 2} .0121175{col 58}{space 1}    3.54{col 67}{space 3}0.000{col 75}{space 4}  .019125{col 88}{space 3}  .066731
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0284137{col 47}{space 2} .0094309{col 58}{space 1}    3.01{col 67}{space 3}0.003{col 75}{space 4} .0098882{col 88}{space 3} .0469393
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0212108{col 47}{space 2} .0150361{col 58}{space 1}    1.41{col 67}{space 3}0.159{col 75}{space 4}-.0083253{col 88}{space 3} .0507469
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0081052{col 47}{space 2} .0060266{col 58}{space 1}    1.34{col 67}{space 3}0.179{col 75}{space 4}-.0037332{col 88}{space 3} .0199436
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000501{col 47}{space 2} .0000206{col 58}{space 1}   -2.43{col 67}{space 3}0.015{col 75}{space 4}-.0000905{col 88}{space 3}-9.62e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0270523{col 47}{space 2} .0051808{col 58}{space 1}   -5.22{col 67}{space 3}0.000{col 75}{space 4}-.0372291{col 88}{space 3}-.0168755
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0957926{col 47}{space 2} .0201136{col 58}{space 1}    4.76{col 67}{space 3}0.000{col 75}{space 4} .0562826{col 88}{space 3} .1353025
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-5.92e-08{col 47}{space 2} 2.40e-08{col 58}{space 1}   -2.47{col 67}{space 3}0.014{col 75}{space 4}-1.06e-07{col 88}{space 3}-1.21e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.19e-08{col 47}{space 2} 2.59e-08{col 58}{space 1}    0.84{col 67}{space 3}0.399{col 75}{space 4}-2.91e-08{col 88}{space 3} 7.28e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0003202{col 47}{space 2} .0002082{col 58}{space 1}   -1.54{col 67}{space 3}0.125{col 75}{space 4}-.0007292{col 88}{space 3} .0000887
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000612{col 47}{space 2} .0000969{col 58}{space 1}   -0.63{col 67}{space 3}0.528{col 75}{space 4}-.0002515{col 88}{space 3} .0001291
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0524243{col 47}{space 2} .0344816{col 58}{space 1}    1.52{col 67}{space 3}0.129{col 75}{space 4}-.0153094{col 88}{space 3}  .120158
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1270309{col 47}{space 2} .0384977{col 58}{space 1}    3.30{col 67}{space 3}0.001{col 75}{space 4} .0514083{col 88}{space 3} .2026536
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  -.06301{col 47}{space 2} .0314491{col 58}{space 1}   -2.00{col 67}{space 3}0.046{col 75}{space 4}-.1247868{col 88}{space 3}-.0012332
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0316786{col 47}{space 2} .0341473{col 58}{space 1}   -0.93{col 67}{space 3}0.354{col 75}{space 4}-.0987555{col 88}{space 3} .0353984
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.0300131{col 47}{space 2}  .257053{col 58}{space 1}   -0.12{col 67}{space 3}0.907{col 75}{space 4}-.5349532{col 88}{space 3} .4749269
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
W_destrat_~x {c |}{res}     13,747   -.0393872     .225364  -.4792896   .5109836

{txt}{col 1}Predictive margins{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}
1._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
2._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
3._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
4._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
5._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
6._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
7._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
8._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
9._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
10._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}
{space 8}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}
{space 8}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}

{res}{txt}{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41} Delta-method
{col 29}{c |}     Margin{col 41}   std. err.{col 53}      z{col 61}   P>|z|{col 69}     [90% con{col 82}f. interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 19}_at#IEdu {c |}
{space 5} 1#Edu. degree: basic  {c |}{col 29}{res}{space 2}  .281481{col 41}{space 2} .0386365{col 52}{space 1}    7.29{col 61}{space 3}0.000{col 69}{space 4} .2179296{col 82}{space 3} .3450324
{txt} 1#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .3496074{col 41}{space 2} .0145252{col 52}{space 1}   24.07{col 61}{space 3}0.000{col 69}{space 4} .3257155{col 82}{space 3} .3734993
{txt}{space 2} 1#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .3944138{col 41}{space 2} .0252853{col 52}{space 1}   15.60{col 61}{space 3}0.000{col 69}{space 4} .3528232{col 82}{space 3} .4360044
{txt}{space 5} 2#Edu. degree: basic  {c |}{col 29}{res}{space 2} .2860842{col 41}{space 2} .0376889{col 52}{space 1}    7.59{col 61}{space 3}0.000{col 69}{space 4} .2240915{col 82}{space 3} .3480768
{txt} 2#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .3479096{col 41}{space 2} .0128794{col 52}{space 1}   27.01{col 61}{space 3}0.000{col 69}{space 4} .3267248{col 82}{space 3} .3690944
{txt}{space 2} 2#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .3958491{col 41}{space 2} .0239225{col 52}{space 1}   16.55{col 61}{space 3}0.000{col 69}{space 4} .3565001{col 82}{space 3} .4351981
{txt}{space 5} 3#Edu. degree: basic  {c |}{col 29}{res}{space 2} .2906873{col 41}{space 2} .0369308{col 52}{space 1}    7.87{col 61}{space 3}0.000{col 69}{space 4} .2299415{col 82}{space 3} .3514331
{txt} 3#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .3462117{col 41}{space 2} .0114514{col 52}{space 1}   30.23{col 61}{space 3}0.000{col 69}{space 4} .3273758{col 82}{space 3} .3650477
{txt}{space 2} 3#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .3972844{col 41}{space 2} .0228167{col 52}{space 1}   17.41{col 61}{space 3}0.000{col 69}{space 4} .3597542{col 82}{space 3} .4348146
{txt}{space 5} 4#Edu. degree: basic  {c |}{col 29}{res}{space 2} .2952905{col 41}{space 2} .0363743{col 52}{space 1}    8.12{col 61}{space 3}0.000{col 69}{space 4} .2354601{col 82}{space 3} .3551209
{txt} 4#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .3445139{col 41}{space 2} .0103319{col 52}{space 1}   33.34{col 61}{space 3}0.000{col 69}{space 4} .3275195{col 82}{space 3} .3615083
{txt}{space 2} 4#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .3987197{col 41}{space 2} .0220067{col 52}{space 1}   18.12{col 61}{space 3}0.000{col 69}{space 4} .3625219{col 82}{space 3} .4349175
{txt}{space 5} 5#Edu. degree: basic  {c |}{col 29}{res}{space 2} .2998936{col 41}{space 2} .0360286{col 52}{space 1}    8.32{col 61}{space 3}0.000{col 69}{space 4} .2406319{col 82}{space 3} .3591553
{txt} 5#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .3428161{col 41}{space 2}  .009629{col 52}{space 1}   35.60{col 61}{space 3}0.000{col 69}{space 4} .3269777{col 82}{space 3} .3586544
{txt}{space 2} 5#Edu. degree: Academic  {c |}{col 29}{res}{space 2}  .400155{col 41}{space 2} .0215259{col 52}{space 1}   18.59{col 61}{space 3}0.000{col 69}{space 4} .3647481{col 82}{space 3} .4355619
{txt}{space 5} 6#Edu. degree: basic  {c |}{col 29}{res}{space 2} .3044968{col 41}{space 2} .0358997{col 52}{space 1}    8.48{col 61}{space 3}0.000{col 69}{space 4}  .245447{col 82}{space 3} .3635466
{txt} 6#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .3411182{col 41}{space 2} .0094364{col 52}{space 1}   36.15{col 61}{space 3}0.000{col 69}{space 4} .3255967{col 82}{space 3} .3566398
{txt}{space 2} 6#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .4015903{col 41}{space 2} .0213964{col 52}{space 1}   18.77{col 61}{space 3}0.000{col 69}{space 4} .3663964{col 82}{space 3} .4367843
{txt}{space 5} 7#Edu. degree: basic  {c |}{col 29}{res}{space 2}    .3091{col 41}{space 2} .0359902{col 52}{space 1}    8.59{col 61}{space 3}0.000{col 69}{space 4} .2499014{col 82}{space 3} .3682985
{txt} 7#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .3394204{col 41}{space 2} .0097843{col 52}{space 1}   34.69{col 61}{space 3}0.000{col 69}{space 4} .3233267{col 82}{space 3} .3555141
{txt}{space 2} 7#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .4030256{col 41}{space 2} .0216246{col 52}{space 1}   18.64{col 61}{space 3}0.000{col 69}{space 4} .3674563{col 82}{space 3}  .438595
{txt}{space 5} 8#Edu. degree: basic  {c |}{col 29}{res}{space 2} .3137031{col 41}{space 2} .0362982{col 52}{space 1}    8.64{col 61}{space 3}0.000{col 69}{space 4} .2539979{col 82}{space 3} .3734083
{txt} 8#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .3377226{col 41}{space 2} .0106196{col 52}{space 1}   31.80{col 61}{space 3}0.000{col 69}{space 4} .3202549{col 82}{space 3} .3551902
{txt}{space 2} 8#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .4044609{col 41}{space 2} .0221995{col 52}{space 1}   18.22{col 61}{space 3}0.000{col 69}{space 4}  .367946{col 82}{space 3} .4409759
{txt}{space 5} 9#Edu. degree: basic  {c |}{col 29}{res}{space 2} .3183063{col 41}{space 2} .0368183{col 52}{space 1}    8.65{col 61}{space 3}0.000{col 69}{space 4} .2577455{col 82}{space 3}  .378867
{txt} 9#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .3360247{col 41}{space 2} .0118396{col 52}{space 1}   28.38{col 61}{space 3}0.000{col 69}{space 4} .3165502{col 82}{space 3} .3554992
{txt}{space 2} 9#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .4058962{col 41}{space 2} .0230952{col 52}{space 1}   17.57{col 61}{space 3}0.000{col 69}{space 4}  .367908{col 82}{space 3} .4438844
{txt}{space 5}10#Edu. degree: basic  {c |}{col 29}{res}{space 2} .3229094{col 41}{space 2} .0375418{col 52}{space 1}    8.60{col 61}{space 3}0.000{col 69}{space 4} .2611587{col 82}{space 3} .3846602
{txt}10#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .3343269{col 41}{space 2} .0133393{col 52}{space 1}   25.06{col 61}{space 3}0.000{col 69}{space 4} .3123857{col 82}{space 3}  .356268
{txt}{space 2}10#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .4073315{col 41}{space 2} .0242762{col 52}{space 1}   16.78{col 61}{space 3}0.000{col 69}{space 4} .3674008{col 82}{space 3} .4472623
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 0 0 2}Variables that uniquely identify margins: {bf:W_destrat_index IEdu}{p_end}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     24.34
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1864
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1659
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1232
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1547

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0383002{col 47}{space 2} .0386883{col 58}{space 1}    0.99{col 67}{space 3}0.323{col 75}{space 4}-.0376974{col 88}{space 3} .1142978
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}  .108489{col 47}{space 2} .0351473{col 58}{space 1}    3.09{col 67}{space 3}0.002{col 75}{space 4} .0394471{col 88}{space 3} .1775308
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0365199{col 47}{space 2} .0125936{col 58}{space 1}    2.90{col 67}{space 3}0.004{col 75}{space 4} .0117817{col 88}{space 3} .0612582
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0848532{col 47}{space 2} .0154795{col 58}{space 1}    5.48{col 67}{space 3}0.000{col 75}{space 4} .0544458{col 88}{space 3} .1152605
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0340148{col 47}{space 2} .0077526{col 58}{space 1}    4.39{col 67}{space 3}0.000{col 75}{space 4}  .018786{col 88}{space 3} .0492436
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0627597{col 47}{space 2} .0119279{col 58}{space 1}    5.26{col 67}{space 3}0.000{col 75}{space 4}  .039329{col 88}{space 3} .0861905
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0310149{col 47}{space 2}  .009946{col 58}{space 1}    3.12{col 67}{space 3}0.002{col 75}{space 4} .0114775{col 88}{space 3} .0505523
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0231572{col 47}{space 2} .0152049{col 58}{space 1}    1.52{col 67}{space 3}0.128{col 75}{space 4}-.0067107{col 88}{space 3}  .053025
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0032777{col 47}{space 2} .0062878{col 58}{space 1}    0.52{col 67}{space 3}0.602{col 75}{space 4}-.0090737{col 88}{space 3} .0156291
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000159{col 47}{space 2} .0000212{col 58}{space 1}   -0.75{col 67}{space 3}0.454{col 75}{space 4}-.0000576{col 88}{space 3} .0000258
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0209611{col 47}{space 2} .0053949{col 58}{space 1}   -3.89{col 67}{space 3}0.000{col 75}{space 4}-.0315587{col 88}{space 3}-.0103635
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .099399{col 47}{space 2}  .020445{col 58}{space 1}    4.86{col 67}{space 3}0.000{col 75}{space 4} .0592376{col 88}{space 3} .1395603
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-6.28e-08{col 47}{space 2} 2.51e-08{col 58}{space 1}   -2.50{col 67}{space 3}0.013{col 75}{space 4}-1.12e-07{col 88}{space 3}-1.35e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.09e-08{col 47}{space 2} 2.69e-08{col 58}{space 1}    1.15{col 67}{space 3}0.252{col 75}{space 4}-2.20e-08{col 88}{space 3} 8.37e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0003846{col 47}{space 2} .0002171{col 58}{space 1}   -1.77{col 67}{space 3}0.077{col 75}{space 4} -.000811{col 88}{space 3} .0000419
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000153{col 47}{space 2} .0001002{col 58}{space 1}   -0.15{col 67}{space 3}0.879{col 75}{space 4}-.0002121{col 88}{space 3} .0001815
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0593655{col 47}{space 2} .0344959{col 58}{space 1}   -1.72{col 67}{space 3}0.086{col 75}{space 4}-.1271278{col 88}{space 3} .0083967
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0459702{col 47}{space 2} .0453672{col 58}{space 1}    1.01{col 67}{space 3}0.311{col 75}{space 4}-.0431472{col 88}{space 3} .1350876
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0922011{col 47}{space 2} .0378264{col 58}{space 1}   -2.44{col 67}{space 3}0.015{col 75}{space 4}-.1665056{col 88}{space 3}-.0178965
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1657001{col 47}{space 2} .0407342{col 58}{space 1}   -4.07{col 67}{space 3}0.000{col 75}{space 4}-.2457168{col 88}{space 3}-.0856834
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .0873788{col 47}{space 2} .2670965{col 58}{space 1}    0.33{col 67}{space 3}0.744{col 75}{space 4}-.4372945{col 88}{space 3} .6120521
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
W_destrat_~x {c |}{res}     13,747   -.0393872     .225364  -.4792896   .5109836

{txt}{col 1}Predictive margins{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}
1._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
2._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
3._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
4._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
5._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
6._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
7._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
8._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
9._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
10._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}
{space 8}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}
{space 8}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}

{res}{txt}{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41} Delta-method
{col 29}{c |}     Margin{col 41}   std. err.{col 53}      z{col 61}   P>|z|{col 69}     [90% con{col 82}f. interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 16}_at#edu3cat {c |}
{space 5} 1#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .2380435{col 41}{space 2} .0614965{col 52}{space 1}    3.87{col 61}{space 3}0.000{col 69}{space 4} .1368908{col 82}{space 3} .3391962
{txt} 1#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .3231263{col 41}{space 2} .0154169{col 52}{space 1}   20.96{col 61}{space 3}0.000{col 69}{space 4} .2977678{col 82}{space 3} .3484849
{txt}{space 2} 1#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .4545761{col 41}{space 2} .0172714{col 52}{space 1}   26.32{col 61}{space 3}0.000{col 69}{space 4} .4261671{col 82}{space 3}  .482985
{txt}{space 5} 2#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .2488924{col 41}{space 2} .0603135{col 52}{space 1}    4.13{col 61}{space 3}0.000{col 69}{space 4} .1496854{col 82}{space 3} .3480993
{txt} 2#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .3247551{col 41}{space 2} .0142799{col 52}{space 1}   22.74{col 61}{space 3}0.000{col 69}{space 4} .3012668{col 82}{space 3} .3482435
{txt}{space 2} 2#Occ. quali.: academic  {c |}{col 29}{res}{space 2}  .448855{col 41}{space 2} .0152265{col 52}{space 1}   29.48{col 61}{space 3}0.000{col 69}{space 4} .4238096{col 82}{space 3} .4739003
{txt}{space 5} 3#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .2597413{col 41}{space 2} .0593156{col 52}{space 1}    4.38{col 61}{space 3}0.000{col 69}{space 4} .1621759{col 82}{space 3} .3573067
{txt} 3#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .3263839{col 41}{space 2} .0133356{col 52}{space 1}   24.47{col 61}{space 3}0.000{col 69}{space 4} .3044487{col 82}{space 3} .3483191
{txt}{space 2} 3#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .4431339{col 41}{space 2} .0134788{col 52}{space 1}   32.88{col 61}{space 3}0.000{col 69}{space 4} .4209632{col 82}{space 3} .4653045
{txt}{space 5} 4#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .2705902{col 41}{space 2}  .058512{col 52}{space 1}    4.62{col 61}{space 3}0.000{col 69}{space 4} .1743465{col 82}{space 3} .3668339
{txt} 4#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .3280127{col 41}{space 2} .0126274{col 52}{space 1}   25.98{col 61}{space 3}0.000{col 69}{space 4} .3072424{col 82}{space 3}  .348783
{txt}{space 2} 4#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .4374127{col 41}{space 2} .0121572{col 52}{space 1}   35.98{col 61}{space 3}0.000{col 69}{space 4}  .417416{col 82}{space 3} .4574095
{txt}{space 5} 5#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .2814391{col 41}{space 2}  .057911{col 52}{space 1}    4.86{col 61}{space 3}0.000{col 69}{space 4}  .186184{col 82}{space 3} .3766941
{txt} 5#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .3296415{col 41}{space 2} .0121965{col 52}{space 1}   27.03{col 61}{space 3}0.000{col 69}{space 4} .3095801{col 82}{space 3} .3497029
{txt}{space 2} 5#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .4316916{col 41}{space 2} .0114107{col 52}{space 1}   37.83{col 61}{space 3}0.000{col 69}{space 4} .4129227{col 82}{space 3} .4504605
{txt}{space 5} 6#Occ. quali.: basic  {c |}{col 29}{res}{space 2}  .292288{col 41}{space 2} .0575188{col 52}{space 1}    5.08{col 61}{space 3}0.000{col 69}{space 4}  .197678{col 82}{space 3}  .386898
{txt} 6#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .3312703{col 41}{space 2} .0120725{col 52}{space 1}   27.44{col 61}{space 3}0.000{col 69}{space 4} .3114128{col 82}{space 3} .3511277
{txt}{space 2} 6#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .4259705{col 41}{space 2} .0113533{col 52}{space 1}   37.52{col 61}{space 3}0.000{col 69}{space 4}  .407296{col 82}{space 3} .4446451
{txt}{space 5} 7#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .3031369{col 41}{space 2} .0573398{col 52}{space 1}    5.29{col 61}{space 3}0.000{col 69}{space 4} .2088214{col 82}{space 3} .3974524
{txt} 7#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .3328991{col 41}{space 2} .0122648{col 52}{space 1}   27.14{col 61}{space 3}0.000{col 69}{space 4} .3127253{col 82}{space 3} .3530728
{txt}{space 2} 7#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .4202494{col 41}{space 2}  .011995{col 52}{space 1}   35.04{col 61}{space 3}0.000{col 69}{space 4} .4005194{col 82}{space 3} .4399794
{txt}{space 5} 8#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .3139858{col 41}{space 2} .0573759{col 52}{space 1}    5.47{col 61}{space 3}0.000{col 69}{space 4} .2196108{col 82}{space 3} .4083607
{txt} 8#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .3345279{col 41}{space 2}  .012759{col 52}{space 1}   26.22{col 61}{space 3}0.000{col 69}{space 4} .3135411{col 82}{space 3} .3555146
{txt}{space 2} 8#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .4145283{col 41}{space 2} .0132344{col 52}{space 1}   31.32{col 61}{space 3}0.000{col 69}{space 4} .3927597{col 82}{space 3} .4362969
{txt}{space 5} 9#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .3248347{col 41}{space 2} .0576268{col 52}{space 1}    5.64{col 61}{space 3}0.000{col 69}{space 4} .2300471{col 82}{space 3} .4196223
{txt} 9#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .3361566{col 41}{space 2} .0135222{col 52}{space 1}   24.86{col 61}{space 3}0.000{col 69}{space 4} .3139146{col 82}{space 3} .3583987
{txt}{space 2} 9#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .4088072{col 41}{space 2} .0149233{col 52}{space 1}   27.39{col 61}{space 3}0.000{col 69}{space 4} .3842605{col 82}{space 3} .4333538
{txt}{space 5}10#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .3356836{col 41}{space 2} .0580896{col 52}{space 1}    5.78{col 61}{space 3}0.000{col 69}{space 4} .2401347{col 82}{space 3} .4312325
{txt}10#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .3377854{col 41}{space 2}  .014512{col 52}{space 1}   23.28{col 61}{space 3}0.000{col 69}{space 4} .3139154{col 82}{space 3} .3616555
{txt}{space 2}10#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .4030861{col 41}{space 2} .0169278{col 52}{space 1}   23.81{col 61}{space 3}0.000{col 69}{space 4} .3752424{col 82}{space 3} .4309298
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 0 0 2}Variables that uniquely identify margins: {bf:W_destrat_index edu3cat}{p_end}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,521
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    629{txt}){col 67}= {res}    115.26
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2034
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1974
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1527
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       630{txt}{col 51}Root MSE{col 67}= {res}    0.2242

{txt}{ralign 99:(Std. err. adjusted for {res:630} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0922481{col 47}{space 2} .0287706{col 58}{space 1}   -3.21{col 67}{space 3}0.001{col 75}{space 4}-.1487462{col 88}{space 3}  -.03575
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0588567{col 47}{space 2} .0227183{col 58}{space 1}    2.59{col 67}{space 3}0.010{col 75}{space 4} .0142437{col 88}{space 3} .1034696
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0885576{col 47}{space 2} .0089651{col 58}{space 1}    9.88{col 67}{space 3}0.000{col 75}{space 4} .0709525{col 88}{space 3} .1061627
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1689893{col 47}{space 2}  .009406{col 58}{space 1}   17.97{col 67}{space 3}0.000{col 75}{space 4} .1505184{col 88}{space 3} .1874602
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0107615{col 47}{space 2}  .005628{col 58}{space 1}    1.91{col 67}{space 3}0.056{col 75}{space 4}-.0002905{col 88}{space 3} .0218136
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .032867{col 47}{space 2} .0079888{col 58}{space 1}    4.11{col 67}{space 3}0.000{col 75}{space 4} .0171791{col 88}{space 3}  .048555
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0218683{col 47}{space 2} .0068526{col 58}{space 1}    3.19{col 67}{space 3}0.001{col 75}{space 4} .0084116{col 88}{space 3}  .035325
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0385547{col 47}{space 2} .0101049{col 58}{space 1}    3.82{col 67}{space 3}0.000{col 75}{space 4} .0187114{col 88}{space 3}  .058398
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0001271{col 47}{space 2} .0041555{col 58}{space 1}   -0.03{col 67}{space 3}0.976{col 75}{space 4}-.0082875{col 88}{space 3} .0080333
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000364{col 47}{space 2} .0000183{col 58}{space 1}   -1.98{col 67}{space 3}0.048{col 75}{space 4}-.0000724{col 88}{space 3}-3.75e-07
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1096186{col 47}{space 2} .0042225{col 58}{space 1}  -25.96{col 67}{space 3}0.000{col 75}{space 4}-.1179105{col 88}{space 3}-.1013267
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0453365{col 47}{space 2} .0151753{col 58}{space 1}    2.99{col 67}{space 3}0.003{col 75}{space 4} .0155362{col 88}{space 3} .0751368
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-1.07e-08{col 47}{space 2} 1.78e-08{col 58}{space 1}   -0.60{col 67}{space 3}0.549{col 75}{space 4}-4.56e-08{col 88}{space 3} 2.42e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.81e-08{col 47}{space 2} 1.93e-08{col 58}{space 1}    1.97{col 67}{space 3}0.049{col 75}{space 4} 1.62e-10{col 88}{space 3} 7.59e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0002438{col 47}{space 2} .0001496{col 58}{space 1}    1.63{col 67}{space 3}0.104{col 75}{space 4}  -.00005{col 88}{space 3} .0005375
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0002033{col 47}{space 2} .0000743{col 58}{space 1}   -2.73{col 67}{space 3}0.006{col 75}{space 4}-.0003492{col 88}{space 3}-.0000573
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0387622{col 47}{space 2}  .028568{col 58}{space 1}    1.36{col 67}{space 3}0.175{col 75}{space 4}-.0173379{col 88}{space 3} .0948623
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0290569{col 47}{space 2} .0290615{col 58}{space 1}    1.00{col 67}{space 3}0.318{col 75}{space 4}-.0280124{col 88}{space 3} .0861262
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.1018207{col 47}{space 2} .0251833{col 58}{space 1}   -4.04{col 67}{space 3}0.000{col 75}{space 4}-.1512742{col 88}{space 3}-.0523671
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} -.036291{col 47}{space 2} .0280645{col 58}{space 1}   -1.29{col 67}{space 3}0.196{col 75}{space 4}-.0914023{col 88}{space 3} .0188204
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5359879{col 47}{space 2} .1710222{col 58}{space 1}    3.13{col 67}{space 3}0.002{col 75}{space 4} .2001444{col 88}{space 3} .8718315
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
W_destrat_~x {c |}{res}     13,747   -.0393872     .225364  -.4792896   .5109836

{txt}{col 1}Predictive margins{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,521}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}
1._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
2._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
3._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
4._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
5._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
6._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
7._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
8._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
9._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
10._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}
{space 8}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}
{space 8}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}

{res}{txt}{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41} Delta-method
{col 29}{c |}     Margin{col 41}   std. err.{col 53}      z{col 61}   P>|z|{col 69}     [90% con{col 82}f. interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 19}_at#IEdu {c |}
{space 5} 1#Edu. degree: basic  {c |}{col 29}{res}{space 2} .3972531{col 41}{space 2} .0268273{col 52}{space 1}   14.81{col 61}{space 3}0.000{col 69}{space 4} .3531262{col 82}{space 3} .4413801
{txt} 1#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .5747398{col 41}{space 2} .0102828{col 52}{space 1}   55.89{col 61}{space 3}0.000{col 69}{space 4} .5578261{col 82}{space 3} .5916535
{txt}{space 2} 1#Edu. degree: Academic  {c |}{col 29}{res}{space 2}  .647942{col 41}{space 2}  .019071{col 52}{space 1}   33.98{col 61}{space 3}0.000{col 69}{space 4}  .616573{col 82}{space 3}  .679311
{txt}{space 5} 2#Edu. degree: basic  {c |}{col 29}{res}{space 2} .4031388{col 41}{space 2} .0260805{col 52}{space 1}   15.46{col 61}{space 3}0.000{col 69}{space 4} .3602403{col 82}{space 3} .4460373
{txt} 2#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .5704434{col 41}{space 2} .0090536{col 52}{space 1}   63.01{col 61}{space 3}0.000{col 69}{space 4} .5555515{col 82}{space 3} .5853353
{txt}{space 2} 2#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .6501986{col 41}{space 2} .0180859{col 52}{space 1}   35.95{col 61}{space 3}0.000{col 69}{space 4} .6204499{col 82}{space 3} .6799472
{txt}{space 5} 3#Edu. degree: basic  {c |}{col 29}{res}{space 2} .4090245{col 41}{space 2} .0255147{col 52}{space 1}   16.03{col 61}{space 3}0.000{col 69}{space 4} .3670565{col 82}{space 3} .4509925
{txt} 3#Edu. degree: vocational  {c |}{col 29}{res}{space 2}  .566147{col 41}{space 2} .0080046{col 52}{space 1}   70.73{col 61}{space 3}0.000{col 69}{space 4} .5529806{col 82}{space 3} .5793134
{txt}{space 2} 3#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .6524551{col 41}{space 2} .0172762{col 52}{space 1}   37.77{col 61}{space 3}0.000{col 69}{space 4} .6240383{col 82}{space 3}  .680872
{txt}{space 5} 4#Edu. degree: basic  {c |}{col 29}{res}{space 2} .4149101{col 41}{space 2} .0251423{col 52}{space 1}   16.50{col 61}{space 3}0.000{col 69}{space 4} .3735547{col 82}{space 3} .4562655
{txt} 4#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .5618506{col 41}{space 2} .0072147{col 52}{space 1}   77.88{col 61}{space 3}0.000{col 69}{space 4} .5499835{col 82}{space 3} .5737177
{txt}{space 2} 4#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .6547117{col 41}{space 2} .0166676{col 52}{space 1}   39.28{col 61}{space 3}0.000{col 69}{space 4} .6272959{col 82}{space 3} .6821274
{txt}{space 5} 5#Edu. degree: basic  {c |}{col 29}{res}{space 2} .4207958{col 41}{space 2} .0249718{col 52}{space 1}   16.85{col 61}{space 3}0.000{col 69}{space 4} .3797208{col 82}{space 3} .4618708
{txt} 5#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .5575542{col 41}{space 2} .0067751{col 52}{space 1}   82.29{col 61}{space 3}0.000{col 69}{space 4} .5464101{col 82}{space 3} .5686983
{txt}{space 2} 5#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .6569683{col 41}{space 2} .0162826{col 52}{space 1}   40.35{col 61}{space 3}0.000{col 69}{space 4} .6301858{col 82}{space 3} .6837507
{txt}{space 5} 6#Edu. degree: basic  {c |}{col 29}{res}{space 2} .4266815{col 41}{space 2} .0250074{col 52}{space 1}   17.06{col 61}{space 3}0.000{col 69}{space 4}  .385548{col 82}{space 3} .4678149
{txt} 6#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .5532578{col 41}{space 2} .0067547{col 52}{space 1}   81.91{col 61}{space 3}0.000{col 69}{space 4} .5421473{col 82}{space 3} .5643683
{txt}{space 2} 6#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .6592248{col 41}{space 2} .0161371{col 52}{space 1}   40.85{col 61}{space 3}0.000{col 69}{space 4} .6326817{col 82}{space 3}  .685768
{txt}{space 5} 7#Edu. degree: basic  {c |}{col 29}{res}{space 2} .4325671{col 41}{space 2} .0252482{col 52}{space 1}   17.13{col 61}{space 3}0.000{col 69}{space 4} .3910376{col 82}{space 3} .4740967
{txt} 7#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .5489614{col 41}{space 2}  .007157{col 52}{space 1}   76.70{col 61}{space 3}0.000{col 69}{space 4} .5371891{col 82}{space 3} .5607336
{txt}{space 2} 7#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .6614814{col 41}{space 2} .0162377{col 52}{space 1}   40.74{col 61}{space 3}0.000{col 69}{space 4} .6347728{col 82}{space 3}   .68819
{txt}{space 5} 8#Edu. degree: basic  {c |}{col 29}{res}{space 2} .4384528{col 41}{space 2} .0256884{col 52}{space 1}   17.07{col 61}{space 3}0.000{col 69}{space 4} .3961991{col 82}{space 3} .4807064
{txt} 8#Edu. degree: vocational  {c |}{col 29}{res}{space 2}  .544665{col 41}{space 2} .0079178{col 52}{space 1}   68.79{col 61}{space 3}0.000{col 69}{space 4} .5316413{col 82}{space 3} .5576887
{txt}{space 2} 8#Edu. degree: Academic  {c |}{col 29}{res}{space 2}  .663738{col 41}{space 2} .0165798{col 52}{space 1}   40.03{col 61}{space 3}0.000{col 69}{space 4} .6364665{col 82}{space 3} .6910094
{txt}{space 5} 9#Edu. degree: basic  {c |}{col 29}{res}{space 2} .4443385{col 41}{space 2}  .026318{col 52}{space 1}   16.88{col 61}{space 3}0.000{col 69}{space 4} .4010491{col 82}{space 3} .4876278
{txt} 9#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .5403686{col 41}{space 2} .0089462{col 52}{space 1}   60.40{col 61}{space 3}0.000{col 69}{space 4} .5256534{col 82}{space 3} .5550838
{txt}{space 2} 9#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .6659945{col 41}{space 2} .0171491{col 52}{space 1}   38.84{col 61}{space 3}0.000{col 69}{space 4} .6377868{col 82}{space 3} .6942023
{txt}{space 5}10#Edu. degree: basic  {c |}{col 29}{res}{space 2} .4502241{col 41}{space 2} .0271239{col 52}{space 1}   16.60{col 61}{space 3}0.000{col 69}{space 4} .4056092{col 82}{space 3}  .494839
{txt}10#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .5360722{col 41}{space 2} .0101612{col 52}{space 1}   52.76{col 61}{space 3}0.000{col 69}{space 4} .5193585{col 82}{space 3} .5527858
{txt}{space 2}10#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .6682511{col 41}{space 2} .0179238{col 52}{space 1}   37.28{col 61}{space 3}0.000{col 69}{space 4}  .638769{col 82}{space 3} .6977332
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 0 0 2}Variables that uniquely identify margins: {bf:W_destrat_index IEdu}{p_end}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,225
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    627{txt}){col 67}= {res}     93.20
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1771
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1708
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1270
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       628{txt}{col 51}Root MSE{col 67}= {res}    0.2282

{txt}{ralign 99:(Std. err. adjusted for {res:628} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0570184{col 47}{space 2} .0308423{col 58}{space 1}   -1.85{col 67}{space 3}0.065{col 75}{space 4} -.117585{col 88}{space 3} .0035482
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1237364{col 47}{space 2}  .031535{col 58}{space 1}    3.92{col 67}{space 3}0.000{col 75}{space 4} .0618094{col 88}{space 3} .1856634
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0351684{col 47}{space 2} .0117833{col 58}{space 1}    2.98{col 67}{space 3}0.003{col 75}{space 4} .0120289{col 88}{space 3}  .058308
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1375116{col 47}{space 2} .0129175{col 58}{space 1}   10.65{col 67}{space 3}0.000{col 75}{space 4} .1121449{col 88}{space 3} .1628783
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .031435{col 47}{space 2}   .00548{col 58}{space 1}    5.74{col 67}{space 3}0.000{col 75}{space 4} .0206735{col 88}{space 3} .0421964
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0682949{col 47}{space 2} .0082056{col 58}{space 1}    8.32{col 67}{space 3}0.000{col 75}{space 4}  .052181{col 88}{space 3} .0844087
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0297761{col 47}{space 2} .0069598{col 58}{space 1}    4.28{col 67}{space 3}0.000{col 75}{space 4} .0161087{col 88}{space 3} .0434434
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0467894{col 47}{space 2} .0101986{col 58}{space 1}    4.59{col 67}{space 3}0.000{col 75}{space 4} .0267618{col 88}{space 3}  .066817
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} -.004619{col 47}{space 2} .0041991{col 58}{space 1}   -1.10{col 67}{space 3}0.272{col 75}{space 4}-.0128649{col 88}{space 3} .0036269
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000108{col 47}{space 2} .0000191{col 58}{space 1}   -0.57{col 67}{space 3}0.571{col 75}{space 4}-.0000483{col 88}{space 3} .0000266
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0956667{col 47}{space 2} .0042951{col 58}{space 1}  -22.27{col 67}{space 3}0.000{col 75}{space 4}-.1041013{col 88}{space 3}-.0872322
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .056458{col 47}{space 2} .0161695{col 58}{space 1}    3.49{col 67}{space 3}0.001{col 75}{space 4} .0247051{col 88}{space 3} .0882109
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-1.74e-08{col 47}{space 2} 1.83e-08{col 58}{space 1}   -0.95{col 67}{space 3}0.341{col 75}{space 4}-5.34e-08{col 88}{space 3} 1.85e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.12e-08{col 47}{space 2} 2.00e-08{col 58}{space 1}    2.55{col 67}{space 3}0.011{col 75}{space 4} 1.18e-08{col 88}{space 3} 9.06e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0002868{col 47}{space 2} .0001579{col 58}{space 1}    1.82{col 67}{space 3}0.070{col 75}{space 4}-.0000234{col 88}{space 3} .0005969
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001771{col 47}{space 2} .0000759{col 58}{space 1}   -2.33{col 67}{space 3}0.020{col 75}{space 4}-.0003262{col 88}{space 3}-.0000279
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0043417{col 47}{space 2} .0300304{col 58}{space 1}   -0.14{col 67}{space 3}0.885{col 75}{space 4}-.0633141{col 88}{space 3} .0546307
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0191913{col 47}{space 2} .0360513{col 58}{space 1}    0.53{col 67}{space 3}0.595{col 75}{space 4}-.0516047{col 88}{space 3} .0899872
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1284446{col 47}{space 2} .0332577{col 58}{space 1}   -3.86{col 67}{space 3}0.000{col 75}{space 4}-.1937546{col 88}{space 3}-.0631346
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1555891{col 47}{space 2} .0377098{col 58}{space 1}   -4.13{col 67}{space 3}0.000{col 75}{space 4}-.2296418{col 88}{space 3}-.0815364
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .6689321{col 47}{space 2} .1750447{col 58}{space 1}    3.82{col 67}{space 3}0.000{col 75}{space 4} .3251873{col 88}{space 3} 1.012677
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
W_destrat_~x {c |}{res}     13,747   -.0393872     .225364  -.4792896   .5109836

{txt}{col 1}Predictive margins{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,225}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}
1._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
2._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
3._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
4._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
5._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
6._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
7._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
8._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
9._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
10._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}
{space 8}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}
{space 8}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}

{res}{txt}{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41} Delta-method
{col 29}{c |}     Margin{col 41}   std. err.{col 53}      z{col 61}   P>|z|{col 69}     [90% con{col 82}f. interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 16}_at#edu3cat {c |}
{space 5} 1#Occ. quali.: basic  {c |}{col 29}{res}{space 2}  .486762{col 41}{space 2} .0430658{col 52}{space 1}   11.30{col 61}{space 3}0.000{col 69}{space 4}  .415925{col 82}{space 3} .5575989
{txt} 1#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .5083335{col 41}{space 2}  .011405{col 52}{space 1}   44.57{col 61}{space 3}0.000{col 69}{space 4} .4895739{col 82}{space 3} .5270932
{txt}{space 2} 1#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .6655468{col 41}{space 2} .0123054{col 52}{space 1}   54.09{col 61}{space 3}0.000{col 69}{space 4} .6453062{col 82}{space 3} .6857874
{txt}{space 5} 2#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .4991356{col 41}{space 2} .0421728{col 52}{space 1}   11.84{col 61}{space 3}0.000{col 69}{space 4} .4297675{col 82}{space 3} .5685037
{txt} 2#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .5078627{col 41}{space 2}  .010488{col 52}{space 1}   48.42{col 61}{space 3}0.000{col 69}{space 4} .4906114{col 82}{space 3}  .525114
{txt}{space 2} 2#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .6623615{col 41}{space 2}  .010886{col 52}{space 1}   60.85{col 61}{space 3}0.000{col 69}{space 4} .6444557{col 82}{space 3} .6802674
{txt}{space 5} 3#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .5115092{col 41}{space 2} .0415008{col 52}{space 1}   12.33{col 61}{space 3}0.000{col 69}{space 4} .4432465{col 82}{space 3}  .579772
{txt} 3#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .5073919{col 41}{space 2} .0097405{col 52}{space 1}   52.09{col 61}{space 3}0.000{col 69}{space 4} .4913701{col 82}{space 3} .5234137
{txt}{space 2} 3#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .6591763{col 41}{space 2} .0097336{col 52}{space 1}   67.72{col 61}{space 3}0.000{col 69}{space 4} .6431659{col 82}{space 3} .6751866
{txt}{space 5} 4#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .5238829{col 41}{space 2} .0410607{col 52}{space 1}   12.76{col 61}{space 3}0.000{col 69}{space 4} .4563441{col 82}{space 3} .5914217
{txt} 4#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .5069211{col 41}{space 2} .0092039{col 52}{space 1}   55.08{col 61}{space 3}0.000{col 69}{space 4}  .491782{col 82}{space 3} .5220602
{txt}{space 2} 4#Occ. quali.: academic  {c |}{col 29}{res}{space 2}  .655991{col 41}{space 2}  .008952{col 52}{space 1}   73.28{col 61}{space 3}0.000{col 69}{space 4} .6412663{col 82}{space 3} .6707157
{txt}{space 5} 5#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .5362565{col 41}{space 2} .0408598{col 52}{space 1}   13.12{col 61}{space 3}0.000{col 69}{space 4} .4690481{col 82}{space 3}  .603465
{txt} 5#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .5064503{col 41}{space 2} .0089164{col 52}{space 1}   56.80{col 61}{space 3}0.000{col 69}{space 4} .4917842{col 82}{space 3} .5211164
{txt}{space 2} 5#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .6528057{col 41}{space 2} .0086423{col 52}{space 1}   75.54{col 61}{space 3}0.000{col 69}{space 4} .6385903{col 82}{space 3} .6670211
{txt}{space 5} 6#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .5486302{col 41}{space 2} .0409019{col 52}{space 1}   13.41{col 61}{space 3}0.000{col 69}{space 4} .4813525{col 82}{space 3} .6159078
{txt} 6#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .5059794{col 41}{space 2}  .008902{col 52}{space 1}   56.84{col 61}{space 3}0.000{col 69}{space 4}  .491337{col 82}{space 3} .5206219
{txt}{space 2} 6#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .6496204{col 41}{space 2} .0088544{col 52}{space 1}   73.37{col 61}{space 3}0.000{col 69}{space 4} .6350563{col 82}{space 3} .6641846
{txt}{space 5} 7#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .5610038{col 41}{space 2} .0411861{col 52}{space 1}   13.62{col 61}{space 3}0.000{col 69}{space 4} .4932588{col 82}{space 3} .6287489
{txt} 7#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .5055086{col 41}{space 2} .0091621{col 52}{space 1}   55.17{col 61}{space 3}0.000{col 69}{space 4} .4904383{col 82}{space 3}  .520579
{txt}{space 2} 7#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .6464352{col 41}{space 2} .0095534{col 52}{space 1}   67.67{col 61}{space 3}0.000{col 69}{space 4} .6307213{col 82}{space 3} .6621491
{txt}{space 5} 8#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .5733775{col 41}{space 2} .0417074{col 52}{space 1}   13.75{col 61}{space 3}0.000{col 69}{space 4} .5047749{col 82}{space 3}   .64198
{txt} 8#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .5050378{col 41}{space 2} .0096746{col 52}{space 1}   52.20{col 61}{space 3}0.000{col 69}{space 4} .4891244{col 82}{space 3} .5209512
{txt}{space 2} 8#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .6432499{col 41}{space 2} .0106438{col 52}{space 1}   60.43{col 61}{space 3}0.000{col 69}{space 4} .6257424{col 82}{space 3} .6607574
{txt}{space 5} 9#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .5857511{col 41}{space 2} .0424572{col 52}{space 1}   13.80{col 61}{space 3}0.000{col 69}{space 4} .5159152{col 82}{space 3}  .655587
{txt} 9#Occ. quali.: vocational  {c |}{col 29}{res}{space 2}  .504567{col 41}{space 2} .0104023{col 52}{space 1}   48.51{col 61}{space 3}0.000{col 69}{space 4} .4874567{col 82}{space 3} .5216772
{txt}{space 2} 9#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .6400646{col 41}{space 2} .0120197{col 52}{space 1}   53.25{col 61}{space 3}0.000{col 69}{space 4}  .620294{col 82}{space 3} .6598352
{txt}{space 5}10#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .5981247{col 41}{space 2} .0434236{col 52}{space 1}   13.77{col 61}{space 3}0.000{col 69}{space 4} .5266993{col 82}{space 3} .6695502
{txt}10#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .5040962{col 41}{space 2} .0113036{col 52}{space 1}   44.60{col 61}{space 3}0.000{col 69}{space 4} .4855034{col 82}{space 3}  .522689
{txt}{space 2}10#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .6368794{col 41}{space 2} .0135945{col 52}{space 1}   46.85{col 61}{space 3}0.000{col 69}{space 4} .6145183{col 82}{space 3} .6592404
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 0 0 2}Variables that uniquely identify margins: {bf:W_destrat_index edu3cat}{p_end}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,278
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     50.54
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2581
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2395
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2315
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1613

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0812431{col 47}{space 2} .0398358{col 58}{space 1}   -2.04{col 67}{space 3}0.042{col 75}{space 4}-.1594948{col 88}{space 3}-.0029913
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0075727{col 47}{space 2} .0314952{col 58}{space 1}    0.24{col 67}{space 3}0.810{col 75}{space 4}-.0542953{col 88}{space 3} .0694407
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .065442{col 47}{space 2} .0107153{col 58}{space 1}    6.11{col 67}{space 3}0.000{col 75}{space 4} .0443933{col 88}{space 3} .0864908
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}  .164451{col 47}{space 2} .0122056{col 58}{space 1}   13.47{col 67}{space 3}0.000{col 75}{space 4} .1404749{col 88}{space 3} .1884271
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0125999{col 47}{space 2}  .007589{col 58}{space 1}    1.66{col 67}{space 3}0.097{col 75}{space 4}-.0023075{col 88}{space 3} .0275074
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0284937{col 47}{space 2} .0120183{col 58}{space 1}    2.37{col 67}{space 3}0.018{col 75}{space 4} .0048855{col 88}{space 3} .0521019
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0423298{col 47}{space 2}  .010208{col 58}{space 1}    4.15{col 67}{space 3}0.000{col 75}{space 4} .0222777{col 88}{space 3} .0623819
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0546228{col 47}{space 2} .0148026{col 58}{space 1}    3.69{col 67}{space 3}0.000{col 75}{space 4} .0255451{col 88}{space 3} .0837005
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0020701{col 47}{space 2} .0057189{col 58}{space 1}   -0.36{col 67}{space 3}0.718{col 75}{space 4}-.0133041{col 88}{space 3} .0091639
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000183{col 47}{space 2} .0000204{col 58}{space 1}   -0.90{col 67}{space 3}0.370{col 75}{space 4}-.0000584{col 88}{space 3} .0000218
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0769691{col 47}{space 2} .0059321{col 58}{space 1}  -12.98{col 67}{space 3}0.000{col 75}{space 4}-.0886218{col 88}{space 3}-.0653164
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0655063{col 47}{space 2} .0235769{col 58}{space 1}    2.78{col 67}{space 3}0.006{col 75}{space 4} .0191929{col 88}{space 3} .1118197
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 4.37e-08{col 47}{space 2} 2.46e-08{col 58}{space 1}    1.78{col 67}{space 3}0.076{col 75}{space 4}-4.59e-09{col 88}{space 3} 9.19e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.78e-08{col 47}{space 2} 2.92e-08{col 58}{space 1}    2.32{col 67}{space 3}0.021{col 75}{space 4} 1.05e-08{col 88}{space 3} 1.25e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001234{col 47}{space 2} .0002201{col 58}{space 1}   -0.56{col 67}{space 3}0.575{col 75}{space 4}-.0005558{col 88}{space 3}  .000309
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001146{col 47}{space 2} .0001072{col 58}{space 1}   -1.07{col 67}{space 3}0.285{col 75}{space 4}-.0003251{col 88}{space 3} .0000959
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0844172{col 47}{space 2} .0388157{col 58}{space 1}    2.17{col 67}{space 3}0.030{col 75}{space 4} .0081692{col 88}{space 3} .1606651
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0660774{col 47}{space 2} .0396784{col 58}{space 1}    1.67{col 67}{space 3}0.096{col 75}{space 4}-.0118653{col 88}{space 3} .1440201
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0424395{col 47}{space 2} .0381475{col 58}{space 1}   -1.11{col 67}{space 3}0.266{col 75}{space 4}-.1173749{col 88}{space 3}  .032496
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}  .007988{col 47}{space 2} .0395274{col 58}{space 1}    0.20{col 67}{space 3}0.840{col 75}{space 4} -.069658{col 88}{space 3} .0856341
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4788904{col 47}{space 2} .2492502{col 58}{space 1}    1.92{col 67}{space 3}0.055{col 75}{space 4}-.0107264{col 88}{space 3} .9685072
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
W_destrat_~x {c |}{res}     13,747   -.0393872     .225364  -.4792896   .5109836

{txt}{col 1}Predictive margins{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,278}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}
1._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
2._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
3._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
4._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
5._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
6._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
7._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
8._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
9._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
{space 7}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
{space 7}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
10._at: {space 0}{res:1.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}
{space 8}{res:2.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}
{space 8}{res:3.IEdu}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}

{res}{txt}{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41} Delta-method
{col 29}{c |}     Margin{col 41}   std. err.{col 53}      z{col 61}   P>|z|{col 69}     [90% con{col 82}f. interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 19}_at#IEdu {c |}
{space 5} 1#Edu. degree: basic  {c |}{col 29}{res}{space 2} .3648213{col 41}{space 2} .0381441{col 52}{space 1}    9.56{col 61}{space 3}0.000{col 69}{space 4} .3020799{col 82}{space 3} .4275627
{txt} 1#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .5121029{col 41}{space 2} .0150549{col 52}{space 1}   34.02{col 61}{space 3}0.000{col 69}{space 4} .4873398{col 82}{space 3}  .536866
{txt}{space 2} 1#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .6066088{col 41}{space 2} .0246723{col 52}{space 1}   24.59{col 61}{space 3}0.000{col 69}{space 4} .5660264{col 82}{space 3} .6471912
{txt}{space 5} 2#Edu. degree: basic  {c |}{col 29}{res}{space 2} .3655786{col 41}{space 2} .0370933{col 52}{space 1}    9.86{col 61}{space 3}0.000{col 69}{space 4} .3045655{col 82}{space 3} .4265917
{txt} 2#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .5086162{col 41}{space 2} .0131346{col 52}{space 1}   38.72{col 61}{space 3}0.000{col 69}{space 4} .4870117{col 82}{space 3} .5302208
{txt}{space 2} 2#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .6081649{col 41}{space 2} .0232884{col 52}{space 1}   26.11{col 61}{space 3}0.000{col 69}{space 4} .5698589{col 82}{space 3} .6464709
{txt}{space 5} 3#Edu. degree: basic  {c |}{col 29}{res}{space 2} .3663358{col 41}{space 2} .0362863{col 52}{space 1}   10.10{col 61}{space 3}0.000{col 69}{space 4} .3066501{col 82}{space 3} .4260216
{txt} 3#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .5051296{col 41}{space 2} .0114762{col 52}{space 1}   44.02{col 61}{space 3}0.000{col 69}{space 4} .4862529{col 82}{space 3} .5240063
{txt}{space 2} 3#Edu. degree: Academic  {c |}{col 29}{res}{space 2}  .609721{col 41}{space 2} .0221687{col 52}{space 1}   27.50{col 61}{space 3}0.000{col 69}{space 4} .5732567{col 82}{space 3} .6461852
{txt}{space 5} 4#Edu. degree: basic  {c |}{col 29}{res}{space 2} .3670931{col 41}{space 2} .0357396{col 52}{space 1}   10.27{col 61}{space 3}0.000{col 69}{space 4} .3083066{col 82}{space 3} .4258796
{txt} 4#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .5016429{col 41}{space 2} .0102081{col 52}{space 1}   49.14{col 61}{space 3}0.000{col 69}{space 4} .4848521{col 82}{space 3} .5184337
{txt}{space 2} 4#Edu. degree: Academic  {c |}{col 29}{res}{space 2}  .611277{col 41}{space 2} .0213549{col 52}{space 1}   28.62{col 61}{space 3}0.000{col 69}{space 4} .5761514{col 82}{space 3} .6464026
{txt}{space 5} 5#Edu. degree: basic  {c |}{col 29}{res}{space 2} .3678504{col 41}{space 2} .0354652{col 52}{space 1}   10.37{col 61}{space 3}0.000{col 69}{space 4} .3095152{col 82}{space 3} .4261855
{txt} 5#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .4981562{col 41}{space 2}  .009488{col 52}{space 1}   52.50{col 61}{space 3}0.000{col 69}{space 4} .4825498{col 82}{space 3} .5137626
{txt}{space 2} 5#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .6128331{col 41}{space 2} .0208827{col 52}{space 1}   29.35{col 61}{space 3}0.000{col 69}{space 4} .5784842{col 82}{space 3} .6471821
{txt}{space 5} 6#Edu. degree: basic  {c |}{col 29}{res}{space 2} .3686076{col 41}{space 2} .0354695{col 52}{space 1}   10.39{col 61}{space 3}0.000{col 69}{space 4} .3102655{col 82}{space 3} .4269497
{txt} 6#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .4946695{col 41}{space 2} .0094423{col 52}{space 1}   52.39{col 61}{space 3}0.000{col 69}{space 4} .4791384{col 82}{space 3} .5102007
{txt}{space 2} 6#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .6143892{col 41}{space 2} .0207755{col 52}{space 1}   29.57{col 61}{space 3}0.000{col 69}{space 4} .5802166{col 82}{space 3} .6485618
{txt}{space 5} 7#Edu. degree: basic  {c |}{col 29}{res}{space 2} .3693649{col 41}{space 2} .0357523{col 52}{space 1}   10.33{col 61}{space 3}0.000{col 69}{space 4} .3105577{col 82}{space 3} .4281721
{txt} 7#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .4911828{col 41}{space 2}   .01008{col 52}{space 1}   48.73{col 61}{space 3}0.000{col 69}{space 4} .4746027{col 82}{space 3}  .507763
{txt}{space 2} 7#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .6159453{col 41}{space 2} .0210388{col 52}{space 1}   29.28{col 61}{space 3}0.000{col 69}{space 4} .5813395{col 82}{space 3}  .650551
{txt}{space 5} 8#Edu. degree: basic  {c |}{col 29}{res}{space 2} .3701222{col 41}{space 2} .0363071{col 52}{space 1}   10.19{col 61}{space 3}0.000{col 69}{space 4} .3104024{col 82}{space 3}  .429842
{txt} 8#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .4876962{col 41}{space 2}  .011286{col 52}{space 1}   43.21{col 61}{space 3}0.000{col 69}{space 4} .4691324{col 82}{space 3}   .50626
{txt}{space 2} 8#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .6175013{col 41}{space 2} .0216592{col 52}{space 1}   28.51{col 61}{space 3}0.000{col 69}{space 4} .5818751{col 82}{space 3} .6531276
{txt}{space 5} 9#Edu. degree: basic  {c |}{col 29}{res}{space 2} .3708795{col 41}{space 2} .0371217{col 52}{space 1}    9.99{col 61}{space 3}0.000{col 69}{space 4} .3098197{col 82}{space 3} .4319392
{txt} 9#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .4842095{col 41}{space 2} .0129018{col 52}{space 1}   37.53{col 61}{space 3}0.000{col 69}{space 4} .4629879{col 82}{space 3} .5054311
{txt}{space 2} 9#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .6190574{col 41}{space 2} .0226072{col 52}{space 1}   27.38{col 61}{space 3}0.000{col 69}{space 4} .5818718{col 82}{space 3}  .656243
{txt}{space 5}10#Edu. degree: basic  {c |}{col 29}{res}{space 2} .3716367{col 41}{space 2} .0381795{col 52}{space 1}    9.73{col 61}{space 3}0.000{col 69}{space 4}  .308837{col 82}{space 3} .4344365
{txt}10#Edu. degree: vocational  {c |}{col 29}{res}{space 2} .4807228{col 41}{space 2} .0147938{col 52}{space 1}   32.49{col 61}{space 3}0.000{col 69}{space 4} .4563892{col 82}{space 3} .5050564
{txt}{space 2}10#Edu. degree: Academic  {c |}{col 29}{res}{space 2} .6206135{col 41}{space 2} .0238439{col 52}{space 1}   26.03{col 61}{space 3}0.000{col 69}{space 4} .5813937{col 82}{space 3} .6598332
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 0 0 2}Variables that uniquely identify margins: {bf:W_destrat_index IEdu}{p_end}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,171
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    540{txt}){col 67}= {res}     37.14
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2255
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2055
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1966
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       541{txt}{col 51}Root MSE{col 67}= {res}    0.1655

{txt}{ralign 99:(Std. err. adjusted for {res:541} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0253455{col 47}{space 2} .0495253{col 58}{space 1}   -0.51{col 67}{space 3}0.609{col 75}{space 4}-.1226313{col 88}{space 3} .0719404
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1207688{col 47}{space 2} .0387458{col 58}{space 1}    3.12{col 67}{space 3}0.002{col 75}{space 4} .0446578{col 88}{space 3} .1968798
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0162058{col 47}{space 2} .0166037{col 58}{space 1}    0.98{col 67}{space 3}0.329{col 75}{space 4}-.0164099{col 88}{space 3} .0488215
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1356609{col 47}{space 2} .0180026{col 58}{space 1}    7.54{col 67}{space 3}0.000{col 75}{space 4} .1002972{col 88}{space 3} .1710247
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0312354{col 47}{space 2} .0076816{col 58}{space 1}    4.07{col 67}{space 3}0.000{col 75}{space 4} .0161459{col 88}{space 3} .0463248
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0595369{col 47}{space 2} .0122103{col 58}{space 1}    4.88{col 67}{space 3}0.000{col 75}{space 4} .0355513{col 88}{space 3} .0835225
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0506299{col 47}{space 2} .0107489{col 58}{space 1}    4.71{col 67}{space 3}0.000{col 75}{space 4} .0295152{col 88}{space 3} .0717446
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0649015{col 47}{space 2} .0154309{col 58}{space 1}    4.21{col 67}{space 3}0.000{col 75}{space 4} .0345896{col 88}{space 3} .0952133
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0037413{col 47}{space 2} .0059948{col 58}{space 1}   -0.62{col 67}{space 3}0.533{col 75}{space 4}-.0155173{col 88}{space 3} .0080348
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000117{col 47}{space 2} .0000215{col 58}{space 1}    0.55{col 67}{space 3}0.584{col 75}{space 4}-.0000304{col 88}{space 3} .0000539
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0678524{col 47}{space 2} .0062171{col 58}{space 1}  -10.91{col 67}{space 3}0.000{col 75}{space 4}-.0800651{col 88}{space 3}-.0556397
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0727159{col 47}{space 2} .0235967{col 58}{space 1}    3.08{col 67}{space 3}0.002{col 75}{space 4} .0263633{col 88}{space 3} .1190686
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 2.84e-08{col 47}{space 2} 2.58e-08{col 58}{space 1}    1.10{col 67}{space 3}0.272{col 75}{space 4}-2.23e-08{col 88}{space 3} 7.90e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.72e-08{col 47}{space 2} 3.19e-08{col 58}{space 1}    2.42{col 67}{space 3}0.016{col 75}{space 4} 1.46e-08{col 88}{space 3} 1.40e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0000138{col 47}{space 2} .0002255{col 58}{space 1}   -0.06{col 67}{space 3}0.951{col 75}{space 4}-.0004568{col 88}{space 3} .0004292
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000474{col 47}{space 2}  .000112{col 58}{space 1}   -0.42{col 67}{space 3}0.673{col 75}{space 4}-.0002674{col 88}{space 3} .0001727
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .020523{col 47}{space 2} .0502545{col 58}{space 1}    0.41{col 67}{space 3}0.683{col 75}{space 4}-.0781953{col 88}{space 3} .1192413
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0085363{col 47}{space 2} .0543228{col 58}{space 1}    0.16{col 67}{space 3}0.875{col 75}{space 4}-.0981736{col 88}{space 3} .1152462
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1470248{col 47}{space 2} .0421507{col 58}{space 1}   -3.49{col 67}{space 3}0.001{col 75}{space 4}-.2298242{col 88}{space 3}-.0642254
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1528747{col 47}{space 2} .0464167{col 58}{space 1}   -3.29{col 67}{space 3}0.001{col 75}{space 4}-.2440542{col 88}{space 3}-.0616952
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4869568{col 47}{space 2} .2595506{col 58}{space 1}    1.88{col 67}{space 3}0.061{col 75}{space 4}-.0228958{col 88}{space 3} .9968094
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}    Variable {c |}        Obs        Mean    Std. dev.       Min        Max
{hline 13}{c +}{hline 57}
W_destrat_~x {c |}{res}     13,747   -.0393872     .225364  -.4792896   .5109836

{txt}{col 1}Predictive margins{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,171}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}
1._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.4792896}}
2._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.3792896}}
3._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.2792896}}
4._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.1792896}}
5._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:-.0792896}}
6._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.0207104}}
7._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.1207104}}
8._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.2207104}}
9._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
{space 7}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
{space 7}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.3207104}}
10._at: {space 0}{res:1.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}
{space 8}{res:2.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}
{space 8}{res:3.edu3cat}
{lalign 8:}{space 4}{lalign 15:W_destrat_index} = {res:{ralign 9:.4207104}}

{res}{txt}{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41} Delta-method
{col 29}{c |}     Margin{col 41}   std. err.{col 53}      z{col 61}   P>|z|{col 69}     [90% con{col 82}f. interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 16}_at#edu3cat {c |}
{space 5} 1#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .4230567{col 41}{space 2} .0615418{col 52}{space 1}    6.87{col 61}{space 3}0.000{col 69}{space 4} .3218294{col 82}{space 3}  .524284
{txt} 1#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .4677883{col 41}{space 2} .0160591{col 52}{space 1}   29.13{col 61}{space 3}0.000{col 69}{space 4} .4413735{col 82}{space 3} .4942031
{txt}{space 2} 1#Occ. quali.: academic  {c |}{col 29}{res}{space 2}  .620663{col 41}{space 2} .0169859{col 52}{space 1}   36.54{col 61}{space 3}0.000{col 69}{space 4} .5927237{col 82}{space 3} .6486022
{txt}{space 5} 2#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .4351335{col 41}{space 2} .0603545{col 52}{space 1}    7.21{col 61}{space 3}0.000{col 69}{space 4} .3358592{col 82}{space 3} .5344078
{txt} 2#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .4651627{col 41}{space 2} .0146141{col 52}{space 1}   31.83{col 61}{space 3}0.000{col 69}{space 4} .4411246{col 82}{space 3} .4892008
{txt}{space 2} 2#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .6174524{col 41}{space 2} .0146677{col 52}{space 1}   42.10{col 61}{space 3}0.000{col 69}{space 4} .5933262{col 82}{space 3} .6415786
{txt}{space 5} 3#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .4472104{col 41}{space 2} .0593966{col 52}{space 1}    7.53{col 61}{space 3}0.000{col 69}{space 4} .3495117{col 82}{space 3} .5449092
{txt} 3#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .4625371{col 41}{space 2}  .013426{col 52}{space 1}   34.45{col 61}{space 3}0.000{col 69}{space 4} .4404532{col 82}{space 3}  .484621
{txt}{space 2} 3#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .6142418{col 41}{space 2} .0127571{col 52}{space 1}   48.15{col 61}{space 3}0.000{col 69}{space 4} .5932583{col 82}{space 3} .6352253
{txt}{space 5} 4#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .4592873{col 41}{space 2} .0586794{col 52}{space 1}    7.83{col 61}{space 3}0.000{col 69}{space 4} .3627682{col 82}{space 3} .5558064
{txt} 4#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .4599115{col 41}{space 2}  .012568{col 52}{space 1}   36.59{col 61}{space 3}0.000{col 69}{space 4} .4392391{col 82}{space 3} .4805839
{txt}{space 2} 4#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .6110312{col 41}{space 2} .0114597{col 52}{space 1}   53.32{col 61}{space 3}0.000{col 69}{space 4} .5921816{col 82}{space 3} .6298807
{txt}{space 5} 5#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .4713642{col 41}{space 2} .0582118{col 52}{space 1}    8.10{col 61}{space 3}0.000{col 69}{space 4} .3756142{col 82}{space 3} .5671141
{txt} 5#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .4572859{col 41}{space 2} .0121102{col 52}{space 1}   37.76{col 61}{space 3}0.000{col 69}{space 4} .4373664{col 82}{space 3} .4772054
{txt}{space 2} 5#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .6078206{col 41}{space 2} .0109949{col 52}{space 1}   55.28{col 61}{space 3}0.000{col 69}{space 4} .5897356{col 82}{space 3} .6259056
{txt}{space 5} 6#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .4834411{col 41}{space 2} .0579999{col 52}{space 1}    8.34{col 61}{space 3}0.000{col 69}{space 4} .3880398{col 82}{space 3} .5788424
{txt} 6#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .4546603{col 41}{space 2} .0120983{col 52}{space 1}   37.58{col 61}{space 3}0.000{col 69}{space 4} .4347603{col 82}{space 3} .4745603
{txt}{space 2} 6#Occ. quali.: academic  {c |}{col 29}{res}{space 2}   .60461{col 41}{space 2} .0114644{col 52}{space 1}   52.74{col 61}{space 3}0.000{col 69}{space 4} .5857528{col 82}{space 3} .6234673
{txt}{space 5} 7#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .4955179{col 41}{space 2} .0580463{col 52}{space 1}    8.54{col 61}{space 3}0.000{col 69}{space 4} .4000402{col 82}{space 3} .5909957
{txt} 7#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .4520347{col 41}{space 2} .0125336{col 52}{space 1}   36.07{col 61}{space 3}0.000{col 69}{space 4} .4314188{col 82}{space 3} .4726506
{txt}{space 2} 7#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .6013994{col 41}{space 2} .0127655{col 52}{space 1}   47.11{col 61}{space 3}0.000{col 69}{space 4} .5804021{col 82}{space 3} .6223968
{txt}{space 5} 8#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .5075948{col 41}{space 2} .0583506{col 52}{space 1}    8.70{col 61}{space 3}0.000{col 69}{space 4} .4116166{col 82}{space 3}  .603573
{txt} 8#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .4494091{col 41}{space 2} .0133723{col 52}{space 1}   33.61{col 61}{space 3}0.000{col 69}{space 4} .4274136{col 82}{space 3} .4714046
{txt}{space 2} 8#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .5981888{col 41}{space 2} .0146787{col 52}{space 1}   40.75{col 61}{space 3}0.000{col 69}{space 4} .5740446{col 82}{space 3} .6223331
{txt}{space 5} 9#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .5196717{col 41}{space 2} .0589087{col 52}{space 1}    8.82{col 61}{space 3}0.000{col 69}{space 4} .4227755{col 82}{space 3} .6165679
{txt} 9#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .4467835{col 41}{space 2}  .014545{col 52}{space 1}   30.72{col 61}{space 3}0.000{col 69}{space 4} .4228591{col 82}{space 3} .4707079
{txt}{space 2} 9#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .5949782{col 41}{space 2} .0169985{col 52}{space 1}   35.00{col 61}{space 3}0.000{col 69}{space 4} .5670182{col 82}{space 3} .6229383
{txt}{space 5}10#Occ. quali.: basic  {c |}{col 29}{res}{space 2} .5317486{col 41}{space 2} .0597135{col 52}{space 1}    8.90{col 61}{space 3}0.000{col 69}{space 4} .4335286{col 82}{space 3} .6299685
{txt}10#Occ. quali.: vocational  {c |}{col 29}{res}{space 2} .4441579{col 41}{space 2} .0159782{col 52}{space 1}   27.80{col 61}{space 3}0.000{col 69}{space 4} .4178761{col 82}{space 3} .4704397
{txt}{space 2}10#Occ. quali.: academic  {c |}{col 29}{res}{space 2} .5917677{col 41}{space 2} .0195811{col 52}{space 1}   30.22{col 61}{space 3}0.000{col 69}{space 4} .5595597{col 82}{space 3} .6239756
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 0 0 2}Variables that uniquely identify margins: {bf:W_destrat_index edu3cat}{p_end}
{res}{txt}
{com}. 
. grc1leg  pred_part1_edu  pred_polint_edu  pred_peff_edu , cols(1) scheme(plotplain) graphregion(margin(medium)) name(pred_edu)  iscale(0.75) title("Predicted values of political engagement" "by individual educational degrees and (de-)stratifying policies" "based on within-component of cross-level interaction", size(small)) graphregion(margin(zero)) plotregion(margin(tiny)) imargin(tiny)
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display pred_edu ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\Prediction_Edu.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\Prediction_Edu.pdf{rm}
saved as
PDF
format
{p_end}

{com}.  
. 
. grc1leg   pred_part1_occ  pred_polint_occ  pred_peff_occ, cols(1) scheme(plotplain) graphregion(margin(medium)) name(pred_occ)  iscale(0.75) title("Predicted values of political engagement" "by individual occupational qualification and (de-)stratifying policies" "based on within-component of cross-level interaction", size(small)) graphregion(margin(zero)) plotregion(margin(tiny)) imargin(tiny)
{res}{txt}
{com}. 
. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display pred_occ ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\Prediction_Occ.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\Prediction_Occ.pdf{rm}
saved as
PDF
format
{p_end}

{com}.  
. ***********************************************************************************************************************************************************
. ****************************Step 2: Additional Dependent Variables*****************************************************************************************
. ***********************************************************************************************************************************************************
. eststo clear
{txt}
{com}. graph drop _all
{txt}
{com}. ********************
. **********
. ***Analyses Main Effects
. **********
. ********************
. 
. *part 1 = opinion+elect+discuss+initiv+wrkprty+unlawdem+demo+abstain+protvote+petition
. *peff = peactgrp_rev+pecomplx + peknowl +polcare+peprpres_rev
. 
. foreach depvar in opinion elect discuss initiv wrkprty unlawdem demo abstain protvote petition peactgrp_rev pecomplx peknowl polcare peprpres_rev  {c -(}
{txt}  2{com}. reghdfe `depvar' B_destrat_index W_destrat_index c.age c.age_sq i.female i.migrabg i.PEdu i.pedu3cat c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  3{com}. eststo `depvar'_main
{txt}  4{com}. {c )-}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}      3.03
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0002
{txt}{col 51}R-squared{col 67}= {res}    0.0332
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0119
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0109
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.3722

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          opinion{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0886166{col 47}{space 2} .0575055{col 58}{space 1}    1.54{col 67}{space 3}0.124{col 75}{space 4}-.0243421{col 88}{space 3} .2015753
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0916535{col 47}{space 2} .0431661{col 58}{space 1}    2.12{col 67}{space 3}0.034{col 75}{space 4} .0068618{col 88}{space 3} .1764452
{txt}{space 30}age {c |}{col 35}{res}{space 2} .0145544{col 47}{space 2} .0130812{col 58}{space 1}    1.11{col 67}{space 3}0.266{col 75}{space 4}-.0111411{col 88}{space 3} .0402499
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000283{col 47}{space 2} .0000503{col 58}{space 1}   -0.56{col 67}{space 3}0.575{col 75}{space 4}-.0001271{col 88}{space 3} .0000706
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2} -.001124{col 47}{space 2} .0127834{col 58}{space 1}   -0.09{col 67}{space 3}0.930{col 75}{space 4}-.0262345{col 88}{space 3} .0239866
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0375845{col 47}{space 2} .0459757{col 58}{space 1}    0.82{col 67}{space 3}0.414{col 75}{space 4} -.052726{col 88}{space 3}  .127895
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0165171{col 47}{space 2} .0178109{col 58}{space 1}    0.93{col 67}{space 3}0.354{col 75}{space 4} -.018469{col 88}{space 3} .0515032
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0729642{col 47}{space 2} .0213923{col 58}{space 1}    3.41{col 67}{space 3}0.001{col 75}{space 4}  .030943{col 88}{space 3} .1149853
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0259512{col 47}{space 2} .0217772{col 58}{space 1}    1.19{col 67}{space 3}0.234{col 75}{space 4} -.016826{col 88}{space 3} .0687284
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0274765{col 47}{space 2}  .029081{col 58}{space 1}    0.94{col 67}{space 3}0.345{col 75}{space 4}-.0296477{col 88}{space 3} .0846006
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-2.63e-08{col 47}{space 2} 5.96e-08{col 58}{space 1}   -0.44{col 67}{space 3}0.658{col 75}{space 4}-1.43e-07{col 88}{space 3} 9.07e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-4.91e-08{col 47}{space 2} 6.44e-08{col 58}{space 1}   -0.76{col 67}{space 3}0.446{col 75}{space 4}-1.76e-07{col 88}{space 3} 7.74e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0010953{col 47}{space 2}  .000483{col 58}{space 1}   -2.27{col 67}{space 3}0.024{col 75}{space 4} -.002044{col 88}{space 3}-.0001465
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001317{col 47}{space 2} .0002494{col 58}{space 1}   -0.53{col 67}{space 3}0.598{col 75}{space 4}-.0006217{col 88}{space 3} .0003583
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .1976425{col 47}{space 2} .5615292{col 58}{space 1}    0.35{col 67}{space 3}0.725{col 75}{space 4}-.9053752{col 88}{space 3}  1.30066
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}     18.80
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1646
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1463
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0954
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.3065

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            elect{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.1105911{col 47}{space 2} .0502349{col 58}{space 1}   -2.20{col 67}{space 3}0.028{col 75}{space 4} -.209268{col 88}{space 3}-.0119142
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1048597{col 47}{space 2} .0359618{col 58}{space 1}    2.92{col 67}{space 3}0.004{col 75}{space 4} .0342196{col 88}{space 3} .1754998
{txt}{space 30}age {c |}{col 35}{res}{space 2} .0093408{col 47}{space 2} .0115292{col 58}{space 1}    0.81{col 67}{space 3}0.418{col 75}{space 4}-.0133061{col 88}{space 3} .0319877
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0001747{col 47}{space 2} .0000441{col 58}{space 1}   -3.96{col 67}{space 3}0.000{col 75}{space 4}-.0002614{col 88}{space 3}-.0000881
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0063966{col 47}{space 2} .0101767{col 58}{space 1}   -0.63{col 67}{space 3}0.530{col 75}{space 4}-.0263868{col 88}{space 3} .0135936
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .5765512{col 47}{space 2} .0526414{col 58}{space 1}   10.95{col 67}{space 3}0.000{col 75}{space 4} .4731471{col 88}{space 3} .6799553
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .004878{col 47}{space 2}  .014309{col 58}{space 1}    0.34{col 67}{space 3}0.733{col 75}{space 4}-.0232293{col 88}{space 3} .0329853
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0596674{col 47}{space 2} .0206274{col 58}{space 1}    2.89{col 67}{space 3}0.004{col 75}{space 4} .0191488{col 88}{space 3}  .100186
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0344279{col 47}{space 2} .0198074{col 58}{space 1}    1.74{col 67}{space 3}0.083{col 75}{space 4}-.0044799{col 88}{space 3} .0733357
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0429925{col 47}{space 2} .0275593{col 58}{space 1}    1.56{col 67}{space 3}0.119{col 75}{space 4}-.0111426{col 88}{space 3} .0971275
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-4.71e-08{col 47}{space 2} 4.72e-08{col 58}{space 1}   -1.00{col 67}{space 3}0.319{col 75}{space 4}-1.40e-07{col 88}{space 3} 4.57e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-6.50e-08{col 47}{space 2} 5.70e-08{col 58}{space 1}   -1.14{col 67}{space 3}0.255{col 75}{space 4}-1.77e-07{col 88}{space 3} 4.71e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0002746{col 47}{space 2} .0003817{col 58}{space 1}    0.72{col 67}{space 3}0.472{col 75}{space 4}-.0004753{col 88}{space 3} .0010244
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000325{col 47}{space 2} .0002008{col 58}{space 1}    0.16{col 67}{space 3}0.871{col 75}{space 4}-.0003619{col 88}{space 3} .0004269
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .2695799{col 47}{space 2} .4939343{col 58}{space 1}    0.55{col 67}{space 3}0.585{col 75}{space 4}-.7006603{col 88}{space 3}  1.23982
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}      9.42
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0758
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0555
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0343
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.4617

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          discuss{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0695854{col 47}{space 2} .0751802{col 58}{space 1}   -0.93{col 67}{space 3}0.355{col 75}{space 4}-.2172626{col 88}{space 3} .0780917
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} -.009886{col 47}{space 2} .0528302{col 58}{space 1}   -0.19{col 67}{space 3}0.852{col 75}{space 4}-.1136608{col 88}{space 3} .0938889
{txt}{space 30}age {c |}{col 35}{res}{space 2} .0200754{col 47}{space 2} .0175253{col 58}{space 1}    1.15{col 67}{space 3}0.252{col 75}{space 4}-.0143497{col 88}{space 3} .0545005
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000274{col 47}{space 2} .0000624{col 58}{space 1}   -0.44{col 67}{space 3}0.661{col 75}{space 4}-.0001501{col 88}{space 3} .0000952
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1008782{col 47}{space 2} .0162701{col 58}{space 1}   -6.20{col 67}{space 3}0.000{col 75}{space 4}-.1328377{col 88}{space 3}-.0689186
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0652235{col 47}{space 2} .0492031{col 58}{space 1}    1.33{col 67}{space 3}0.186{col 75}{space 4}-.0314267{col 88}{space 3} .1618736
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0434708{col 47}{space 2} .0204331{col 58}{space 1}    2.13{col 67}{space 3}0.034{col 75}{space 4} .0033338{col 88}{space 3} .0836079
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .1067526{col 47}{space 2} .0330762{col 58}{space 1}    3.23{col 67}{space 3}0.001{col 75}{space 4} .0417807{col 88}{space 3} .1717245
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .1093174{col 47}{space 2} .0267076{col 58}{space 1}    4.09{col 67}{space 3}0.000{col 75}{space 4} .0568553{col 88}{space 3} .1617794
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .1150179{col 47}{space 2} .0417935{col 58}{space 1}    2.75{col 67}{space 3}0.006{col 75}{space 4} .0329225{col 88}{space 3} .1971134
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.36e-07{col 47}{space 2} 6.79e-08{col 58}{space 1}   -2.01{col 67}{space 3}0.045{col 75}{space 4}-2.70e-07{col 88}{space 3}-2.85e-09
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.53e-07{col 47}{space 2} 7.81e-08{col 58}{space 1}    1.96{col 67}{space 3}0.051{col 75}{space 4}-3.76e-10{col 88}{space 3} 3.07e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0005088{col 47}{space 2} .0005907{col 58}{space 1}   -0.86{col 67}{space 3}0.389{col 75}{space 4}-.0016691{col 88}{space 3} .0006514
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001604{col 47}{space 2} .0002956{col 58}{space 1}   -0.54{col 67}{space 3}0.588{col 75}{space 4} -.000741{col 88}{space 3} .0004202
{txt}{space 28}_cons {c |}{col 35}{res}{space 2}-.5524776{col 47}{space 2} .7397064{col 58}{space 1}   -0.75{col 67}{space 3}0.455{col 75}{space 4} -2.00549{col 88}{space 3} .9005354
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}      2.99
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0002
{txt}{col 51}R-squared{col 67}= {res}    0.0496
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0287
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0114
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.3279

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           initiv{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0276873{col 47}{space 2} .0455082{col 58}{space 1}    0.61{col 67}{space 3}0.543{col 75}{space 4} -.061705{col 88}{space 3} .1170797
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}  .009313{col 47}{space 2} .0384183{col 58}{space 1}    0.24{col 67}{space 3}0.809{col 75}{space 4}-.0661524{col 88}{space 3} .0847784
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0047147{col 47}{space 2} .0119817{col 58}{space 1}   -0.39{col 67}{space 3}0.694{col 75}{space 4}-.0282506{col 88}{space 3} .0188211
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-9.68e-07{col 47}{space 2} .0000395{col 58}{space 1}   -0.02{col 67}{space 3}0.980{col 75}{space 4}-.0000786{col 88}{space 3} .0000767
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0268083{col 47}{space 2} .0112885{col 58}{space 1}   -2.37{col 67}{space 3}0.018{col 75}{space 4}-.0489824{col 88}{space 3}-.0046341
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .048286{col 47}{space 2} .0279613{col 58}{space 1}    1.73{col 67}{space 3}0.085{col 75}{space 4}-.0066386{col 88}{space 3} .1032105
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0387966{col 47}{space 2} .0153888{col 58}{space 1}    2.52{col 67}{space 3}0.012{col 75}{space 4} .0085683{col 88}{space 3}  .069025
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0876997{col 47}{space 2} .0273342{col 58}{space 1}    3.21{col 67}{space 3}0.001{col 75}{space 4} .0340069{col 88}{space 3} .1413925
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .004964{col 47}{space 2}  .019966{col 58}{space 1}    0.25{col 67}{space 3}0.804{col 75}{space 4}-.0342554{col 88}{space 3} .0441835
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0108916{col 47}{space 2} .0309948{col 58}{space 1}   -0.35{col 67}{space 3}0.725{col 75}{space 4}-.0717749{col 88}{space 3} .0499917
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-2.15e-08{col 47}{space 2} 4.58e-08{col 58}{space 1}   -0.47{col 67}{space 3}0.639{col 75}{space 4}-1.11e-07{col 88}{space 3} 6.84e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.13e-07{col 47}{space 2} 4.94e-08{col 58}{space 1}    2.28{col 67}{space 3}0.023{col 75}{space 4} 1.57e-08{col 88}{space 3} 2.10e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0004279{col 47}{space 2} .0003991{col 58}{space 1}   -1.07{col 67}{space 3}0.284{col 75}{space 4}-.0012118{col 88}{space 3} .0003561
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} -.000162{col 47}{space 2} .0001939{col 58}{space 1}   -0.84{col 67}{space 3}0.404{col 75}{space 4}-.0005429{col 88}{space 3}  .000219
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .2914775{col 47}{space 2}  .518698{col 58}{space 1}    0.56{col 67}{space 3}0.574{col 75}{space 4}-.7274064{col 88}{space 3} 1.310361
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}      4.33
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0450
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0240
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0152
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.2593

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          wrkprty{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0173985{col 47}{space 2} .0382014{col 58}{space 1}    0.46{col 67}{space 3}0.649{col 75}{space 4} -.057641{col 88}{space 3} .0924379
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0262846{col 47}{space 2} .0311527{col 58}{space 1}    0.84{col 67}{space 3}0.399{col 75}{space 4}-.0349089{col 88}{space 3} .0874781
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0046061{col 47}{space 2} .0092543{col 58}{space 1}   -0.50{col 67}{space 3}0.619{col 75}{space 4}-.0227844{col 88}{space 3} .0135722
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000114{col 47}{space 2} .0000325{col 58}{space 1}    0.35{col 67}{space 3}0.725{col 75}{space 4}-.0000524{col 88}{space 3} .0000753
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0482178{col 47}{space 2}   .00858{col 58}{space 1}   -5.62{col 67}{space 3}0.000{col 75}{space 4}-.0650716{col 88}{space 3}-.0313639
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .006534{col 47}{space 2} .0236258{col 58}{space 1}    0.28{col 67}{space 3}0.782{col 75}{space 4}-.0398743{col 88}{space 3} .0529424
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0293264{col 47}{space 2} .0120866{col 58}{space 1}    2.43{col 67}{space 3}0.016{col 75}{space 4} .0055845{col 88}{space 3} .0530683
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0498383{col 47}{space 2} .0184386{col 58}{space 1}    2.70{col 67}{space 3}0.007{col 75}{space 4} .0136191{col 88}{space 3} .0860575
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0195392{col 47}{space 2} .0134438{col 58}{space 1}    1.45{col 67}{space 3}0.147{col 75}{space 4}-.0068686{col 88}{space 3}  .045947
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0159289{col 47}{space 2} .0220761{col 58}{space 1}    0.72{col 67}{space 3}0.471{col 75}{space 4}-.0274355{col 88}{space 3} .0592933
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 4.38e-08{col 47}{space 2} 3.62e-08{col 58}{space 1}    1.21{col 67}{space 3}0.227{col 75}{space 4}-2.74e-08{col 88}{space 3} 1.15e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.25e-08{col 47}{space 2} 3.88e-08{col 58}{space 1}    0.32{col 67}{space 3}0.747{col 75}{space 4}-6.36e-08{col 88}{space 3} 8.86e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0001066{col 47}{space 2} .0003142{col 58}{space 1}    0.34{col 67}{space 3}0.735{col 75}{space 4}-.0005106{col 88}{space 3} .0007238
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000369{col 47}{space 2} .0001656{col 58}{space 1}    0.22{col 67}{space 3}0.824{col 75}{space 4}-.0002883{col 88}{space 3} .0003621
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .2174045{col 47}{space 2} .3943662{col 58}{space 1}    0.55{col 67}{space 3}0.582{col 75}{space 4} -.557253{col 88}{space 3} .9920621
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}      6.04
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0413
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0202
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0248
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.2228

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                         unlawdem{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0694126{col 47}{space 2} .0374146{col 58}{space 1}    1.86{col 67}{space 3}0.064{col 75}{space 4}-.0040813{col 88}{space 3} .1429064
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0113455{col 47}{space 2} .0273638{col 58}{space 1}   -0.41{col 67}{space 3}0.679{col 75}{space 4}-.0650964{col 88}{space 3} .0424054
{txt}{space 30}age {c |}{col 35}{res}{space 2} .0041176{col 47}{space 2} .0080508{col 58}{space 1}    0.51{col 67}{space 3}0.609{col 75}{space 4}-.0116967{col 88}{space 3} .0199318
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000468{col 47}{space 2} .0000298{col 58}{space 1}   -1.57{col 67}{space 3}0.117{col 75}{space 4}-.0001053{col 88}{space 3} .0000118
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0244208{col 47}{space 2}  .007721{col 58}{space 1}   -3.16{col 67}{space 3}0.002{col 75}{space 4}-.0395873{col 88}{space 3}-.0092544
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0169962{col 47}{space 2} .0158978{col 58}{space 1}    1.07{col 67}{space 3}0.286{col 75}{space 4} -.014232{col 88}{space 3} .0482244
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0368254{col 47}{space 2} .0098856{col 58}{space 1}    3.73{col 67}{space 3}0.000{col 75}{space 4} .0174071{col 88}{space 3} .0562438
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0503841{col 47}{space 2} .0183827{col 58}{space 1}    2.74{col 67}{space 3}0.006{col 75}{space 4} .0142748{col 88}{space 3} .0864935
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0213634{col 47}{space 2} .0093115{col 58}{space 1}    2.29{col 67}{space 3}0.022{col 75}{space 4} .0030729{col 88}{space 3}  .039654
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0420375{col 47}{space 2} .0201636{col 58}{space 1}    2.08{col 67}{space 3}0.038{col 75}{space 4} .0024299{col 88}{space 3} .0816451
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-5.00e-08{col 47}{space 2} 3.35e-08{col 58}{space 1}   -1.49{col 67}{space 3}0.136{col 75}{space 4}-1.16e-07{col 88}{space 3} 1.58e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.69e-08{col 47}{space 2} 3.52e-08{col 58}{space 1}    1.61{col 67}{space 3}0.107{col 75}{space 4}-1.24e-08{col 88}{space 3} 1.26e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0000702{col 47}{space 2} .0002963{col 58}{space 1}   -0.24{col 67}{space 3}0.813{col 75}{space 4}-.0006522{col 88}{space 3} .0005118
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0002633{col 47}{space 2} .0001351{col 58}{space 1}   -1.95{col 67}{space 3}0.052{col 75}{space 4}-.0005288{col 88}{space 3} 2.10e-06
{txt}{space 28}_cons {c |}{col 35}{res}{space 2}-.0734578{col 47}{space 2}  .339521{col 58}{space 1}   -0.22{col 67}{space 3}0.829{col 75}{space 4}-.7403824{col 88}{space 3} .5934669
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}     11.33
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0695
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0491
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0440
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.4502

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             demo{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0003877{col 47}{space 2} .0700678{col 58}{space 1}   -0.01{col 67}{space 3}0.996{col 75}{space 4}-.1380225{col 88}{space 3} .1372472
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0211477{col 47}{space 2} .0552068{col 58}{space 1}   -0.38{col 67}{space 3}0.702{col 75}{space 4} -.129591{col 88}{space 3} .0872956
{txt}{space 30}age {c |}{col 35}{res}{space 2} .0029391{col 47}{space 2} .0159769{col 58}{space 1}    0.18{col 67}{space 3}0.854{col 75}{space 4}-.0284445{col 88}{space 3} .0343226
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} -.000016{col 47}{space 2}  .000052{col 58}{space 1}   -0.31{col 67}{space 3}0.758{col 75}{space 4}-.0001183{col 88}{space 3} .0000862
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0401316{col 47}{space 2} .0139938{col 58}{space 1}   -2.87{col 67}{space 3}0.004{col 75}{space 4}-.0676197{col 88}{space 3}-.0126434
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}-.0323151{col 47}{space 2} .0579552{col 58}{space 1}   -0.56{col 67}{space 3}0.577{col 75}{space 4}-.1461571{col 88}{space 3} .0815269
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .1151865{col 47}{space 2} .0213675{col 58}{space 1}    5.39{col 67}{space 3}0.000{col 75}{space 4} .0732141{col 88}{space 3}  .157159
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .1589984{col 47}{space 2} .0322066{col 58}{space 1}    4.94{col 67}{space 3}0.000{col 75}{space 4} .0957347{col 88}{space 3} .2222621
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0568151{col 47}{space 2} .0236631{col 58}{space 1}    2.40{col 67}{space 3}0.017{col 75}{space 4} .0103334{col 88}{space 3} .1032969
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .1428129{col 47}{space 2} .0407813{col 58}{space 1}    3.50{col 67}{space 3}0.000{col 75}{space 4} .0627057{col 88}{space 3} .2229201
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.72e-07{col 47}{space 2} 6.90e-08{col 58}{space 1}   -2.50{col 67}{space 3}0.013{col 75}{space 4}-3.08e-07{col 88}{space 3}-3.69e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.64e-08{col 47}{space 2} 7.67e-08{col 58}{space 1}    0.47{col 67}{space 3}0.635{col 75}{space 4}-1.14e-07{col 88}{space 3} 1.87e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0005949{col 47}{space 2} .0005675{col 58}{space 1}    1.05{col 67}{space 3}0.295{col 75}{space 4}  -.00052{col 88}{space 3} .0017097
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0001449{col 47}{space 2} .0002741{col 58}{space 1}    0.53{col 67}{space 3}0.597{col 75}{space 4}-.0003936{col 88}{space 3} .0006835
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .1582544{col 47}{space 2} .6844939{col 58}{space 1}    0.23{col 67}{space 3}0.817{col 75}{space 4}-1.186304{col 88}{space 3} 1.502813
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}      2.22
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0064
{txt}{col 51}R-squared{col 67}= {res}    0.0231
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0017
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0069
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.2466

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          abstain{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0886971{col 47}{space 2} .0387661{col 58}{space 1}    2.29{col 67}{space 3}0.023{col 75}{space 4} .0125484{col 88}{space 3} .1648457
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0114397{col 47}{space 2} .0275984{col 58}{space 1}   -0.41{col 67}{space 3}0.679{col 75}{space 4}-.0656516{col 88}{space 3} .0427721
{txt}{space 30}age {c |}{col 35}{res}{space 2} .0077541{col 47}{space 2} .0088885{col 58}{space 1}    0.87{col 67}{space 3}0.383{col 75}{space 4}-.0097057{col 88}{space 3} .0252139
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000496{col 47}{space 2} .0000299{col 58}{space 1}   -1.66{col 67}{space 3}0.098{col 75}{space 4}-.0001083{col 88}{space 3} 9.16e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0005177{col 47}{space 2} .0090935{col 58}{space 1}   -0.06{col 67}{space 3}0.955{col 75}{space 4}-.0183802{col 88}{space 3} .0173448
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0455923{col 47}{space 2} .0222075{col 58}{space 1}    2.05{col 67}{space 3}0.041{col 75}{space 4} .0019699{col 88}{space 3} .0892146
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0193293{col 47}{space 2} .0127063{col 58}{space 1}    1.52{col 67}{space 3}0.129{col 75}{space 4}-.0056298{col 88}{space 3} .0442885
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} -.018218{col 47}{space 2} .0163771{col 58}{space 1}   -1.11{col 67}{space 3}0.266{col 75}{space 4}-.0503878{col 88}{space 3} .0139518
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0183788{col 47}{space 2} .0149786{col 58}{space 1}   -1.23{col 67}{space 3}0.220{col 75}{space 4}-.0478014{col 88}{space 3} .0110438
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0035135{col 47}{space 2} .0223226{col 58}{space 1}   -0.16{col 67}{space 3}0.875{col 75}{space 4} -.047362{col 88}{space 3}  .040335
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-2.27e-08{col 47}{space 2} 3.15e-08{col 58}{space 1}   -0.72{col 67}{space 3}0.472{col 75}{space 4}-8.46e-08{col 88}{space 3} 3.92e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-1.12e-08{col 47}{space 2} 3.32e-08{col 58}{space 1}   -0.34{col 67}{space 3}0.737{col 75}{space 4}-7.64e-08{col 88}{space 3} 5.41e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0006635{col 47}{space 2} .0002935{col 58}{space 1}   -2.26{col 67}{space 3}0.024{col 75}{space 4}  -.00124{col 88}{space 3} -.000087
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000115{col 47}{space 2} .0001305{col 58}{space 1}    0.09{col 67}{space 3}0.930{col 75}{space 4}-.0002448{col 88}{space 3} .0002678
{txt}{space 28}_cons {c |}{col 35}{res}{space 2}-.1940031{col 47}{space 2} .3834406{col 58}{space 1}   -0.51{col 67}{space 3}0.613{col 75}{space 4}-.9471993{col 88}{space 3} .5591931
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}      3.94
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0613
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0407
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0131
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.3700

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                         protvote{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0235194{col 47}{space 2} .0486095{col 58}{space 1}   -0.48{col 67}{space 3}0.629{col 75}{space 4}-.1190035{col 88}{space 3} .0719648
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0368264{col 47}{space 2}  .039696{col 58}{space 1}    0.93{col 67}{space 3}0.354{col 75}{space 4}-.0411489{col 88}{space 3} .1148018
{txt}{space 30}age {c |}{col 35}{res}{space 2} .0057683{col 47}{space 2} .0136639{col 58}{space 1}    0.42{col 67}{space 3}0.673{col 75}{space 4}-.0210717{col 88}{space 3} .0326084
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0001099{col 47}{space 2} .0000446{col 58}{space 1}   -2.46{col 67}{space 3}0.014{col 75}{space 4}-.0001975{col 88}{space 3}-.0000223
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0478403{col 47}{space 2} .0133569{col 58}{space 1}   -3.58{col 67}{space 3}0.000{col 75}{space 4}-.0740775{col 88}{space 3}-.0216031
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0787085{col 47}{space 2}  .027863{col 58}{space 1}    2.82{col 67}{space 3}0.005{col 75}{space 4} .0239769{col 88}{space 3} .1334402
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0332099{col 47}{space 2} .0171226{col 58}{space 1}    1.94{col 67}{space 3}0.053{col 75}{space 4}-.0004241{col 88}{space 3}  .066844
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0370706{col 47}{space 2} .0251784{col 58}{space 1}    1.47{col 67}{space 3}0.142{col 75}{space 4}-.0123876{col 88}{space 3} .0865288
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0230443{col 47}{space 2}  .021108{col 58}{space 1}    1.09{col 67}{space 3}0.275{col 75}{space 4}-.0184184{col 88}{space 3}  .064507
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0438306{col 47}{space 2} .0310866{col 58}{space 1}   -1.41{col 67}{space 3}0.159{col 75}{space 4}-.1048944{col 88}{space 3} .0172332
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-2.82e-08{col 47}{space 2} 5.09e-08{col 58}{space 1}   -0.55{col 67}{space 3}0.579{col 75}{space 4}-1.28e-07{col 88}{space 3} 7.17e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.92e-08{col 47}{space 2} 5.48e-08{col 58}{space 1}    0.35{col 67}{space 3}0.727{col 75}{space 4}-8.86e-08{col 88}{space 3} 1.27e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0004422{col 47}{space 2} .0004204{col 58}{space 1}   -1.05{col 67}{space 3}0.293{col 75}{space 4}-.0012681{col 88}{space 3} .0003836
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000672{col 47}{space 2} .0002118{col 58}{space 1}    0.32{col 67}{space 3}0.751{col 75}{space 4}-.0003489{col 88}{space 3} .0004832
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .1108317{col 47}{space 2} .5865947{col 58}{space 1}    0.19{col 67}{space 3}0.850{col 75}{space 4}-1.041422{col 88}{space 3} 1.263086
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}     19.55
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0941
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0742
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0552
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.4676

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                         petition{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.1948106{col 47}{space 2} .0751364{col 58}{space 1}   -2.59{col 67}{space 3}0.010{col 75}{space 4}-.3424019{col 88}{space 3}-.0472193
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0374431{col 47}{space 2} .0512489{col 58}{space 1}   -0.73{col 67}{space 3}0.465{col 75}{space 4}-.1381119{col 88}{space 3} .0632257
{txt}{space 30}age {c |}{col 35}{res}{space 2}   .02645{col 47}{space 2} .0179589{col 58}{space 1}    1.47{col 67}{space 3}0.141{col 75}{space 4}-.0088268{col 88}{space 3} .0617268
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0001093{col 47}{space 2} .0000637{col 58}{space 1}   -1.72{col 67}{space 3}0.087{col 75}{space 4}-.0002344{col 88}{space 3} .0000157
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2} .0231392{col 47}{space 2} .0161863{col 58}{space 1}    1.43{col 67}{space 3}0.153{col 75}{space 4}-.0086558{col 88}{space 3} .0549342
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1869519{col 47}{space 2} .0487479{col 58}{space 1}    3.84{col 67}{space 3}0.000{col 75}{space 4} .0911959{col 88}{space 3} .2827079
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .111297{col 47}{space 2} .0217304{col 58}{space 1}    5.12{col 67}{space 3}0.000{col 75}{space 4} .0686118{col 88}{space 3} .1539822
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .2146319{col 47}{space 2} .0310199{col 58}{space 1}    6.92{col 67}{space 3}0.000{col 75}{space 4} .1536993{col 88}{space 3} .2755646
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .1009889{col 47}{space 2} .0288115{col 58}{space 1}    3.51{col 67}{space 3}0.000{col 75}{space 4} .0443942{col 88}{space 3} .1575836
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .1190452{col 47}{space 2} .0413982{col 58}{space 1}    2.88{col 67}{space 3}0.004{col 75}{space 4} .0377262{col 88}{space 3} .2003641
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-2.27e-07{col 47}{space 2} 6.49e-08{col 58}{space 1}   -3.50{col 67}{space 3}0.001{col 75}{space 4}-3.55e-07{col 88}{space 3}-9.98e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.93e-09{col 47}{space 2} 7.29e-08{col 58}{space 1}    0.03{col 67}{space 3}0.979{col 75}{space 4}-1.41e-07{col 88}{space 3} 1.45e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0003691{col 47}{space 2} .0005556{col 58}{space 1}    0.66{col 67}{space 3}0.507{col 75}{space 4}-.0007223{col 88}{space 3} .0014605
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0002741{col 47}{space 2} .0002831{col 58}{space 1}    0.97{col 67}{space 3}0.333{col 75}{space 4}-.0002821{col 88}{space 3} .0008303
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} -.576867{col 47}{space 2} .7686186{col 58}{space 1}   -0.75{col 67}{space 3}0.453{col 75}{space 4}-2.086672{col 88}{space 3} .9329385
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,408
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}     23.96
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0986
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0786
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0779
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.3024

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                     peactgrp_rev{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0096529{col 47}{space 2}  .048707{col 58}{space 1}    0.20{col 67}{space 3}0.843{col 75}{space 4}-.0860228{col 88}{space 3} .1053285
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} -.018881{col 47}{space 2} .0368598{col 58}{space 1}   -0.51{col 67}{space 3}0.609{col 75}{space 4}-.0912851{col 88}{space 3} .0535232
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0068834{col 47}{space 2} .0104519{col 58}{space 1}   -0.66{col 67}{space 3}0.510{col 75}{space 4}-.0274141{col 88}{space 3} .0136474
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000764{col 47}{space 2} .0000398{col 58}{space 1}   -1.92{col 67}{space 3}0.055{col 75}{space 4}-.0001546{col 88}{space 3} 1.80e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1175584{col 47}{space 2} .0103977{col 58}{space 1}  -11.31{col 67}{space 3}0.000{col 75}{space 4}-.1379826{col 88}{space 3}-.0971342
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0878099{col 47}{space 2}  .036016{col 58}{space 1}    2.44{col 67}{space 3}0.015{col 75}{space 4} .0170632{col 88}{space 3} .1585565
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0691844{col 47}{space 2} .0136631{col 58}{space 1}    5.06{col 67}{space 3}0.000{col 75}{space 4} .0423458{col 88}{space 3} .0960229
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .1036819{col 47}{space 2} .0215456{col 58}{space 1}    4.81{col 67}{space 3}0.000{col 75}{space 4} .0613598{col 88}{space 3} .1460041
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .066136{col 47}{space 2} .0184972{col 58}{space 1}    3.58{col 67}{space 3}0.000{col 75}{space 4} .0298018{col 88}{space 3} .1024702
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .1180825{col 47}{space 2}  .027169{col 58}{space 1}    4.35{col 67}{space 3}0.000{col 75}{space 4} .0647141{col 88}{space 3} .1714509
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 2.40e-08{col 47}{space 2} 4.59e-08{col 58}{space 1}    0.52{col 67}{space 3}0.602{col 75}{space 4}-6.62e-08{col 88}{space 3} 1.14e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.79e-07{col 47}{space 2} 4.95e-08{col 58}{space 1}    3.62{col 67}{space 3}0.000{col 75}{space 4} 8.19e-08{col 88}{space 3} 2.76e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0001434{col 47}{space 2} .0003984{col 58}{space 1}    0.36{col 67}{space 3}0.719{col 75}{space 4}-.0006393{col 88}{space 3}  .000926
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} -.000104{col 47}{space 2} .0002015{col 58}{space 1}   -0.52{col 67}{space 3}0.606{col 75}{space 4}-.0004999{col 88}{space 3} .0002918
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .7622655{col 47}{space 2} .4518899{col 58}{space 1}    1.69{col 67}{space 3}0.092{col 75}{space 4}-.1253866{col 88}{space 3} 1.649918
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,427
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}     25.85
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1128
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0932
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0883
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.2917

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                         pecomplx{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} -.074708{col 47}{space 2} .0448173{col 58}{space 1}   -1.67{col 67}{space 3}0.096{col 75}{space 4}-.1627431{col 88}{space 3} .0133271
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0509337{col 47}{space 2} .0325936{col 58}{space 1}   -1.56{col 67}{space 3}0.119{col 75}{space 4}-.1149577{col 88}{space 3} .0130902
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0075978{col 47}{space 2}  .010319{col 58}{space 1}   -0.74{col 67}{space 3}0.462{col 75}{space 4}-.0278675{col 88}{space 3}  .012672
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-3.07e-06{col 47}{space 2}  .000037{col 58}{space 1}   -0.08{col 67}{space 3}0.934{col 75}{space 4}-.0000758{col 88}{space 3} .0000696
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1051949{col 47}{space 2} .0098154{col 58}{space 1}  -10.72{col 67}{space 3}0.000{col 75}{space 4}-.1244754{col 88}{space 3}-.0859144
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1077862{col 47}{space 2} .0388273{col 58}{space 1}    2.78{col 67}{space 3}0.006{col 75}{space 4} .0315173{col 88}{space 3}  .184055
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0720249{col 47}{space 2} .0136287{col 58}{space 1}    5.28{col 67}{space 3}0.000{col 75}{space 4} .0452539{col 88}{space 3} .0987959
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .1346529{col 47}{space 2} .0194981{col 58}{space 1}    6.91{col 67}{space 3}0.000{col 75}{space 4} .0963527{col 88}{space 3} .1729532
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0840008{col 47}{space 2} .0182545{col 58}{space 1}    4.60{col 67}{space 3}0.000{col 75}{space 4} .0481432{col 88}{space 3} .1198583
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .1259346{col 47}{space 2} .0245332{col 58}{space 1}    5.13{col 67}{space 3}0.000{col 75}{space 4} .0777437{col 88}{space 3} .1741255
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.26e-10{col 47}{space 2} 4.22e-08{col 58}{space 1}   -0.00{col 67}{space 3}0.998{col 75}{space 4}-8.30e-08{col 88}{space 3} 8.28e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.78e-08{col 47}{space 2} 4.97e-08{col 58}{space 1}    1.16{col 67}{space 3}0.245{col 75}{space 4}-3.98e-08{col 88}{space 3} 1.55e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0005491{col 47}{space 2}  .000366{col 58}{space 1}    1.50{col 67}{space 3}0.134{col 75}{space 4}-.0001699{col 88}{space 3} .0012681
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000436{col 47}{space 2} .0001778{col 58}{space 1}   -0.25{col 67}{space 3}0.806{col 75}{space 4}-.0003927{col 88}{space 3} .0003056
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .7680108{col 47}{space 2} .4418138{col 58}{space 1}    1.74{col 67}{space 3}0.083{col 75}{space 4}-.0998487{col 88}{space 3}  1.63587
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,432
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}     27.28
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1515
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1328
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1054
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.2728

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          peknowl{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0462667{col 47}{space 2} .0420295{col 58}{space 1}   -1.10{col 67}{space 3}0.271{col 75}{space 4}-.1288256{col 88}{space 3} .0362922
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0098013{col 47}{space 2} .0324011{col 58}{space 1}    0.30{col 67}{space 3}0.762{col 75}{space 4}-.0538445{col 88}{space 3}  .073447
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0005884{col 47}{space 2} .0098641{col 58}{space 1}   -0.06{col 67}{space 3}0.952{col 75}{space 4}-.0199646{col 88}{space 3} .0187877
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000438{col 47}{space 2} .0000343{col 58}{space 1}   -1.28{col 67}{space 3}0.202{col 75}{space 4}-.0001111{col 88}{space 3} .0000236
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1421757{col 47}{space 2} .0091784{col 58}{space 1}  -15.49{col 67}{space 3}0.000{col 75}{space 4}-.1602049{col 88}{space 3}-.1241466
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1278196{col 47}{space 2} .0348531{col 58}{space 1}    3.67{col 67}{space 3}0.000{col 75}{space 4} .0593574{col 88}{space 3} .1962819
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0590047{col 47}{space 2} .0120961{col 58}{space 1}    4.88{col 67}{space 3}0.000{col 75}{space 4} .0352442{col 88}{space 3} .0827653
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0874438{col 47}{space 2} .0196873{col 58}{space 1}    4.44{col 67}{space 3}0.000{col 75}{space 4} .0487718{col 88}{space 3} .1261158
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0867017{col 47}{space 2} .0176628{col 58}{space 1}    4.91{col 67}{space 3}0.000{col 75}{space 4} .0520064{col 88}{space 3}  .121397
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .1217115{col 47}{space 2} .0233609{col 58}{space 1}    5.21{col 67}{space 3}0.000{col 75}{space 4} .0758235{col 88}{space 3} .1675996
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-4.72e-08{col 47}{space 2} 4.04e-08{col 58}{space 1}   -1.17{col 67}{space 3}0.244{col 75}{space 4}-1.27e-07{col 88}{space 3} 3.22e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.27e-08{col 47}{space 2} 4.73e-08{col 58}{space 1}    1.11{col 67}{space 3}0.266{col 75}{space 4}-4.02e-08{col 88}{space 3} 1.46e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0002163{col 47}{space 2} .0003466{col 58}{space 1}    0.62{col 67}{space 3}0.533{col 75}{space 4}-.0004645{col 88}{space 3} .0008972
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0002172{col 47}{space 2} .0001809{col 58}{space 1}   -1.20{col 67}{space 3}0.231{col 75}{space 4}-.0005725{col 88}{space 3} .0001382
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .6082398{col 47}{space 2} .4190232{col 58}{space 1}    1.45{col 67}{space 3}0.147{col 75}{space 4}-.2148518{col 88}{space 3} 1.431331
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,401
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    546{txt}){col 67}= {res}      9.79
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0721
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0514
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0374
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       547{txt}{col 51}Root MSE{col 67}= {res}    0.2682

{txt}{ralign 99:(Std. err. adjusted for {res:547} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          polcare{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.1171681{col 47}{space 2} .0399074{col 58}{space 1}   -2.94{col 67}{space 3}0.003{col 75}{space 4} -.195559{col 88}{space 3}-.0387772
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0511982{col 47}{space 2} .0293768{col 58}{space 1}    1.74{col 67}{space 3}0.082{col 75}{space 4}-.0065071{col 88}{space 3} .1089035
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0067052{col 47}{space 2}   .00956{col 58}{space 1}   -0.70{col 67}{space 3}0.483{col 75}{space 4}-.0254841{col 88}{space 3} .0120738
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-2.84e-06{col 47}{space 2}  .000033{col 58}{space 1}   -0.09{col 67}{space 3}0.932{col 75}{space 4}-.0000677{col 88}{space 3}  .000062
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0291296{col 47}{space 2} .0096831{col 58}{space 1}   -3.01{col 67}{space 3}0.003{col 75}{space 4}-.0481504{col 88}{space 3}-.0101089
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0742898{col 47}{space 2}  .032901{col 58}{space 1}    2.26{col 67}{space 3}0.024{col 75}{space 4} .0096617{col 88}{space 3} .1389179
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0567939{col 47}{space 2} .0125406{col 58}{space 1}    4.53{col 67}{space 3}0.000{col 75}{space 4} .0321602{col 88}{space 3} .0814276
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .1031333{col 47}{space 2} .0193716{col 58}{space 1}    5.32{col 67}{space 3}0.000{col 75}{space 4} .0650813{col 88}{space 3} .1411854
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0291416{col 47}{space 2} .0172382{col 58}{space 1}    1.69{col 67}{space 3}0.091{col 75}{space 4}-.0047197{col 88}{space 3} .0630029
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0499138{col 47}{space 2} .0243926{col 58}{space 1}    2.05{col 67}{space 3}0.041{col 75}{space 4} .0019989{col 88}{space 3} .0978286
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 1.21e-08{col 47}{space 2} 3.59e-08{col 58}{space 1}    0.34{col 67}{space 3}0.736{col 75}{space 4}-5.84e-08{col 88}{space 3} 8.25e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.81e-08{col 47}{space 2} 4.26e-08{col 58}{space 1}    1.60{col 67}{space 3}0.111{col 75}{space 4}-1.56e-08{col 88}{space 3} 1.52e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0005011{col 47}{space 2} .0003048{col 58}{space 1}    1.64{col 67}{space 3}0.101{col 75}{space 4}-.0000976{col 88}{space 3} .0010998
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0002035{col 47}{space 2} .0001556{col 58}{space 1}   -1.31{col 67}{space 3}0.192{col 75}{space 4}-.0005092{col 88}{space 3} .0001022
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .5297561{col 47}{space 2} .4131074{col 58}{space 1}    1.28{col 67}{space 3}0.200{col 75}{space 4}-.2817184{col 88}{space 3} 1.341231
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,400
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}      3.96
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0399
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0185
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0156
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.2474

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                     peprpres_rev{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0051721{col 47}{space 2} .0430215{col 58}{space 1}   -0.12{col 67}{space 3}0.904{col 75}{space 4}-.0896797{col 88}{space 3} .0793354
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0242591{col 47}{space 2} .0289036{col 58}{space 1}   -0.84{col 67}{space 3}0.402{col 75}{space 4}-.0810347{col 88}{space 3} .0325166
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0021235{col 47}{space 2} .0087532{col 58}{space 1}   -0.24{col 67}{space 3}0.808{col 75}{space 4}-.0193175{col 88}{space 3} .0150704
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000504{col 47}{space 2} .0000326{col 58}{space 1}    1.55{col 67}{space 3}0.122{col 75}{space 4}-.0000135{col 88}{space 3} .0001144
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0039015{col 47}{space 2} .0089605{col 58}{space 1}   -0.44{col 67}{space 3}0.663{col 75}{space 4}-.0215028{col 88}{space 3} .0136998
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0296416{col 47}{space 2} .0320647{col 58}{space 1}    0.92{col 67}{space 3}0.356{col 75}{space 4}-.0333433{col 88}{space 3} .0926266
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0142597{col 47}{space 2} .0113017{col 58}{space 1}    1.26{col 67}{space 3}0.208{col 75}{space 4}-.0079403{col 88}{space 3} .0364597
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0529463{col 47}{space 2} .0176043{col 58}{space 1}    3.01{col 67}{space 3}0.003{col 75}{space 4}  .018366{col 88}{space 3} .0875267
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0336165{col 47}{space 2} .0148318{col 58}{space 1}    2.27{col 67}{space 3}0.024{col 75}{space 4} .0044823{col 88}{space 3} .0627508
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .044336{col 47}{space 2} .0205375{col 58}{space 1}    2.16{col 67}{space 3}0.031{col 75}{space 4} .0039939{col 88}{space 3} .0846781
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 1.17e-07{col 47}{space 2} 3.91e-08{col 58}{space 1}    3.00{col 67}{space 3}0.003{col 75}{space 4} 4.06e-08{col 88}{space 3} 1.94e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.36e-08{col 47}{space 2} 4.46e-08{col 58}{space 1}    1.42{col 67}{space 3}0.155{col 75}{space 4}-2.41e-08{col 88}{space 3} 1.51e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001228{col 47}{space 2} .0003372{col 58}{space 1}   -0.36{col 67}{space 3}0.716{col 75}{space 4}-.0007852{col 88}{space 3} .0005396
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}  .000224{col 47}{space 2} .0001604{col 58}{space 1}    1.40{col 67}{space 3}0.163{col 75}{space 4}-.0000911{col 88}{space 3} .0005391
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .3501743{col 47}{space 2} .3707798{col 58}{space 1}    0.94{col 67}{space 3}0.345{col 75}{space 4}-.3781523{col 88}{space 3} 1.078501
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}
{com}. 
. ********************
. **********
. ***Visualization Main Analyses
. **********
. ********************
. 
. *participation + external efficacy
. foreach depvar in opinion elect discuss initiv wrkprty unlawdem demo abstain protvote petition polcare peprpres_rev peactgrp_rev pecomplx peknowl{c -(}
{txt}  2{com}. coefplot (`depvar'_main, aseq(Between) label(Basic Model) drop(W_*  _cons *yborn* *year* *age* *female* *migrabg* *PEdu* *pedu3cat* *alo* *left*) mcolor(gs8)  msymbol(circle)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(gs8 gs8)) ) ///
>                  (`depvar'_main, aseq(Within) label(Basic Model) drop(B_*  _cons *yborn* *year* *age* *female* *migrabg* *PEdu* *pedu3cat* *alo* *left*) mcolor(black)  msymbol(circle)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(black black))) ///
> , legend( position(6) row(1) size(tiny))  xline(0)  scheme(plotplain) levels(90 95)  xscale(r(-0.2,0.2)) xlabel(-0.2 (0.1) 0.2) swapnames legend(off) title("`: var label `depvar''", size(small)) name(gr_`depvar')
{txt}  3{com}. {c )-}
{res}{txt}
{com}. 
. 
. 
. *combination of results in pdfs - Main Results
. *Conventional Part
. graph combine gr_elect gr_wrkprty gr_abstain gr_protvote  , rows(2) scheme(plotplain) graphregion(margin(medium)) iscale(0.75)  name(mainpart)   title("Robustness check: Single variables: Conventional participation", size(small)) subtitle("Main Effects of de-stratifying education policies on political engagement ", size(vsmall)) note("For each dependent variable positive coefficients show increased participation" "Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. 
. 
. 
. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display mainpart,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\MainEffects_SingleVars_Convp.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\MainEffects_SingleVars_Convp.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. *Unconventional Part
. graph combine   gr_opinion gr_discuss gr_initiv gr_unlawdem gr_demo gr_petition , rows(3) scheme(plotplain) graphregion(margin(medium)) iscale(0.75) name(mainunc)    title("Robustness check: Single variables: Unconventional participation", size(small)) subtitle("Main Effects of de-stratifying education policies on political engagement", size(vsmall)) note("For each dependent variable positive coefficients show increased participation." "Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display mainunc ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. 
. graph export "$erg\Appendix\MainEffects_SingleVars_Unconvp.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\MainEffects_SingleVars_Unconvp.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. *Internal Efficacy
. graph combine   gr_peactgrp_rev gr_pecomplx gr_peknowl, rows(3) scheme(plotplain) graphregion(margin(medium)) iscale(0.75)  name(maineff)   title("Robustness check: Single variables: Internal efficacy", size(small)) subtitle("Main Effects of de-stratifying education policies on political engagement", size(vsmall)) note("For each dependent variable positive coefficients show increased efficacy." "Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display maineff ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\MainEffects_SingleVars_Inteff.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\MainEffects_SingleVars_Inteff.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. *External Efficacy
. graph combine  gr_polcare gr_peprpres_rev, rows(2) scheme(plotplain) graphregion(margin(medium)) iscale(0.75)   name(mainext) title("Robustness check: Single variables: External efficacy", size(small)) subtitle("Main Effects of de-stratifying education policies on political engagement", size(vsmall))  note("For each dependent variable positive coefficients show increased efficacy." "Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display mainext ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\MainEffects_SingleVars_Exteff.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\MainEffects_SingleVars_Exteff.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. 
. ********************
. **********
. ***Analyses Moderation Effects (Individual Education)
. **********
. ********************
. eststo clear
{txt}
{com}. foreach depvar in opinion elect discuss initiv wrkprty unlawdem demo abstain protvote petition peactgrp_rev pecomplx peknowl polcare peprpres_rev  {c -(}
{txt}  2{com}. 
. **moderation with respondents' educational degree
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.IEdu ///
>                            i.PEdu i.pedu3cat ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            i.IEdu#c.B_destrat_index  i.IEdu#c.W_destrat_index , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  3{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.IEdu) post
{txt}  4{com}. eststo `depvar'_mod_W_edu
{txt}  5{com}. 
. **moderation with respondents' occupational qualification
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.edu3cat ///
>                            i.PEdu i.pedu3cat ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            i.edu3cat#c.B_destrat_index  i.edu3cat#c.W_destrat_index , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  6{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.edu3cat) post
{txt}  7{com}. eststo `depvar'_mod_W_occ
{txt}  8{com}. 
. {c )-}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}      3.68
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0420
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0187
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0193
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.3693

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          opinion{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0832357{col 47}{space 2} .0964339{col 58}{space 1}    0.86{col 67}{space 3}0.388{col 75}{space 4}-.1061935{col 88}{space 3}  .272665
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0754442{col 47}{space 2} .0742809{col 58}{space 1}    1.02{col 67}{space 3}0.310{col 75}{space 4} -.070469{col 88}{space 3} .2213573
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0416811{col 47}{space 2} .0248635{col 58}{space 1}    1.68{col 67}{space 3}0.094{col 75}{space 4}-.0071594{col 88}{space 3} .0905215
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1131405{col 47}{space 2} .0280917{col 58}{space 1}    4.03{col 67}{space 3}0.000{col 75}{space 4} .0579587{col 88}{space 3} .1683223
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0023712{col 47}{space 2} .0176711{col 58}{space 1}   -0.13{col 67}{space 3}0.893{col 75}{space 4}-.0370833{col 88}{space 3}  .032341
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0423106{col 47}{space 2} .0216943{col 58}{space 1}    1.95{col 67}{space 3}0.052{col 75}{space 4}-.0003044{col 88}{space 3} .0849257
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0173595{col 47}{space 2}  .021779{col 58}{space 1}    0.80{col 67}{space 3}0.426{col 75}{space 4} -.025422{col 88}{space 3}  .060141
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0041477{col 47}{space 2}  .030065{col 58}{space 1}   -0.14{col 67}{space 3}0.890{col 75}{space 4}-.0632056{col 88}{space 3} .0549102
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}  .015997{col 47}{space 2} .0131448{col 58}{space 1}    1.22{col 67}{space 3}0.224{col 75}{space 4} -.009824{col 88}{space 3} .0418179
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000302{col 47}{space 2}  .000051{col 58}{space 1}   -0.59{col 67}{space 3}0.554{col 75}{space 4}-.0001305{col 88}{space 3}   .00007
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2} .0022662{col 47}{space 2} .0126828{col 58}{space 1}    0.18{col 67}{space 3}0.858{col 75}{space 4}-.0226471{col 88}{space 3} .0271795
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0290018{col 47}{space 2} .0444939{col 58}{space 1}    0.65{col 67}{space 3}0.515{col 75}{space 4}-.0583994{col 88}{space 3}  .116403
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-2.19e-08{col 47}{space 2} 6.03e-08{col 58}{space 1}   -0.36{col 67}{space 3}0.717{col 75}{space 4}-1.40e-07{col 88}{space 3} 9.66e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-5.30e-08{col 47}{space 2} 6.46e-08{col 58}{space 1}   -0.82{col 67}{space 3}0.413{col 75}{space 4}-1.80e-07{col 88}{space 3} 7.40e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0012554{col 47}{space 2} .0004996{col 58}{space 1}   -2.51{col 67}{space 3}0.012{col 75}{space 4}-.0022368{col 88}{space 3}-.0002741
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001908{col 47}{space 2}  .000249{col 58}{space 1}   -0.77{col 67}{space 3}0.444{col 75}{space 4}  -.00068{col 88}{space 3} .0002984
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0360995{col 47}{space 2} .0878879{col 58}{space 1}    0.41{col 67}{space 3}0.681{col 75}{space 4}-.1365424{col 88}{space 3} .2087414
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0254467{col 47}{space 2} .0879843{col 58}{space 1}   -0.29{col 67}{space 3}0.773{col 75}{space 4} -.198278{col 88}{space 3} .1473846
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0271642{col 47}{space 2} .0830233{col 58}{space 1}    0.33{col 67}{space 3}0.744{col 75}{space 4} -.135922{col 88}{space 3} .1902505
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0179195{col 47}{space 2} .0817127{col 58}{space 1}    0.22{col 67}{space 3}0.826{col 75}{space 4}-.1425922{col 88}{space 3} .1784313
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .1151867{col 47}{space 2} .5669633{col 58}{space 1}    0.20{col 67}{space 3}0.839{col 75}{space 4}-.9985234{col 88}{space 3} 1.228897
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0754442{col 38}{space 2} .0742809{col 49}{space 1}    1.02{col 58}{space 3}0.310{col 66}{space 4}-.0701438{col 79}{space 3} .2210321
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} .1026084{col 38}{space 2} .0575756{col 49}{space 1}    1.78{col 58}{space 3}0.075{col 66}{space 4}-.0102377{col 79}{space 3} .2154545
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0933637{col 38}{space 2} .0584428{col 49}{space 1}    1.60{col 58}{space 3}0.110{col 66}{space 4}-.0211821{col 79}{space 3} .2079095
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}      3.76
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0446
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0206
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0202
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.3694

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          opinion{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .1351601{col 47}{space 2} .0990513{col 58}{space 1}    1.36{col 67}{space 3}0.173{col 75}{space 4}-.0594122{col 88}{space 3} .3297324
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .2561245{col 47}{space 2} .0998631{col 58}{space 1}    2.56{col 67}{space 3}0.011{col 75}{space 4} .0599576{col 88}{space 3} .4522914
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0726466{col 47}{space 2} .0356116{col 58}{space 1}    2.04{col 67}{space 3}0.042{col 75}{space 4} .0026926{col 88}{space 3} .1426006
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1060419{col 47}{space 2}  .037078{col 58}{space 1}    2.86{col 67}{space 3}0.004{col 75}{space 4} .0332074{col 88}{space 3} .1788764
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}   .01069{col 47}{space 2}  .017792{col 58}{space 1}    0.60{col 67}{space 3}0.548{col 75}{space 4}-.0242599{col 88}{space 3} .0456399
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0638171{col 47}{space 2} .0219538{col 58}{space 1}    2.91{col 67}{space 3}0.004{col 75}{space 4}  .020692{col 88}{space 3} .1069422
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0218372{col 47}{space 2} .0218933{col 58}{space 1}    1.00{col 67}{space 3}0.319{col 75}{space 4}-.0211692{col 88}{space 3} .0648435
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .003981{col 47}{space 2} .0295341{col 58}{space 1}    0.13{col 67}{space 3}0.893{col 75}{space 4}-.0540345{col 88}{space 3} .0619966
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0123934{col 47}{space 2}  .013355{col 58}{space 1}    0.93{col 67}{space 3}0.354{col 75}{space 4}-.0138407{col 88}{space 3} .0386275
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}  .000015{col 47}{space 2} .0000535{col 58}{space 1}    0.28{col 67}{space 3}0.779{col 75}{space 4}-.0000901{col 88}{space 3} .0001202
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2} .0077123{col 47}{space 2} .0131232{col 58}{space 1}    0.59{col 67}{space 3}0.557{col 75}{space 4}-.0180663{col 88}{space 3} .0334909
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0272552{col 47}{space 2} .0458776{col 58}{space 1}    0.59{col 67}{space 3}0.553{col 75}{space 4}-.0628649{col 88}{space 3} .1173752
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-3.89e-08{col 47}{space 2} 6.16e-08{col 58}{space 1}   -0.63{col 67}{space 3}0.528{col 75}{space 4}-1.60e-07{col 88}{space 3} 8.21e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-4.08e-08{col 47}{space 2} 6.74e-08{col 58}{space 1}   -0.61{col 67}{space 3}0.545{col 75}{space 4}-1.73e-07{col 88}{space 3} 9.15e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0011814{col 47}{space 2} .0004872{col 58}{space 1}   -2.42{col 67}{space 3}0.016{col 75}{space 4}-.0021384{col 88}{space 3}-.0002243
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001075{col 47}{space 2} .0002554{col 58}{space 1}   -0.42{col 67}{space 3}0.674{col 75}{space 4}-.0006093{col 88}{space 3} .0003942
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0633071{col 47}{space 2} .0986215{col 58}{space 1}   -0.64{col 67}{space 3}0.521{col 75}{space 4}-.2570351{col 88}{space 3} .1304208
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0156078{col 47}{space 2} .1063928{col 58}{space 1}    0.15{col 67}{space 3}0.883{col 75}{space 4}-.1933858{col 88}{space 3} .2246014
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1804497{col 47}{space 2} .1082627{col 58}{space 1}   -1.67{col 67}{space 3}0.096{col 75}{space 4}-.3931165{col 88}{space 3} .0322171
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.2586709{col 47}{space 2} .1100763{col 58}{space 1}   -2.35{col 67}{space 3}0.019{col 75}{space 4}-.4749004{col 88}{space 3}-.0424415
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .1426545{col 47}{space 2} .5744228{col 58}{space 1}    0.25{col 67}{space 3}0.804{col 75}{space 4}-.9857178{col 88}{space 3} 1.271027
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .2561245{col 38}{space 2} .0998631{col 49}{space 1}    2.56{col 58}{space 3}0.010{col 66}{space 4} .0603964{col 79}{space 3} .4518526
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0756748{col 38}{space 2} .0504499{col 49}{space 1}    1.50{col 58}{space 3}0.134{col 66}{space 4}-.0232052{col 79}{space 3} .1745548
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0025464{col 38}{space 2} .0620601{col 49}{space 1}   -0.04{col 58}{space 3}0.967{col 66}{space 4}-.1241821{col 79}{space 3} .1190892
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}     19.03
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1764
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1564
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1188
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.2988

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            elect{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.3578195{col 47}{space 2} .0836362{col 58}{space 1}   -4.28{col 67}{space 3}0.000{col 75}{space 4}-.5221095{col 88}{space 3}-.1935294
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}  -.04516{col 47}{space 2} .0740269{col 58}{space 1}   -0.61{col 67}{space 3}0.542{col 75}{space 4}-.1905742{col 88}{space 3} .1002542
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0009619{col 47}{space 2}  .023824{col 58}{space 1}   -0.04{col 67}{space 3}0.968{col 75}{space 4}-.0477603{col 88}{space 3} .0458366
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0289611{col 47}{space 2} .0230346{col 58}{space 1}    1.26{col 67}{space 3}0.209{col 75}{space 4}-.0162868{col 88}{space 3} .0742089
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0176582{col 47}{space 2} .0146671{col 58}{space 1}   -1.20{col 67}{space 3}0.229{col 75}{space 4}-.0464694{col 88}{space 3} .0111531
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .019107{col 47}{space 2} .0212298{col 58}{space 1}    0.90{col 67}{space 3}0.369{col 75}{space 4}-.0225956{col 88}{space 3} .0608096
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0300765{col 47}{space 2} .0199827{col 58}{space 1}    1.51{col 67}{space 3}0.133{col 75}{space 4}-.0091764{col 88}{space 3} .0693294
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0234102{col 47}{space 2}  .028074{col 58}{space 1}    0.83{col 67}{space 3}0.405{col 75}{space 4}-.0317366{col 88}{space 3} .0785571
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0083929{col 47}{space 2} .0113502{col 58}{space 1}    0.74{col 67}{space 3}0.460{col 75}{space 4}-.0139028{col 88}{space 3} .0306886
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} -.000157{col 47}{space 2} .0000416{col 58}{space 1}   -3.78{col 67}{space 3}0.000{col 75}{space 4}-.0002387{col 88}{space 3}-.0000753
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0089646{col 47}{space 2} .0098156{col 58}{space 1}   -0.91{col 67}{space 3}0.361{col 75}{space 4}-.0282459{col 88}{space 3} .0103167
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .5700067{col 47}{space 2} .0535565{col 58}{space 1}   10.64{col 67}{space 3}0.000{col 75}{space 4} .4648034{col 88}{space 3} .6752099
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-1.23e-08{col 47}{space 2} 4.78e-08{col 58}{space 1}   -0.26{col 67}{space 3}0.797{col 75}{space 4}-1.06e-07{col 88}{space 3} 8.15e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-3.66e-08{col 47}{space 2} 5.75e-08{col 58}{space 1}   -0.64{col 67}{space 3}0.524{col 75}{space 4}-1.50e-07{col 88}{space 3} 7.63e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0000626{col 47}{space 2} .0003956{col 58}{space 1}    0.16{col 67}{space 3}0.874{col 75}{space 4}-.0007144{col 88}{space 3} .0008397
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000535{col 47}{space 2} .0002007{col 58}{space 1}   -0.27{col 67}{space 3}0.790{col 75}{space 4}-.0004478{col 88}{space 3} .0003407
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .2689071{col 47}{space 2} .0924971{col 58}{space 1}    2.91{col 67}{space 3}0.004{col 75}{space 4} .0872111{col 88}{space 3}  .450603
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .3990591{col 47}{space 2} .0786432{col 58}{space 1}    5.07{col 67}{space 3}0.000{col 75}{space 4}  .244577{col 88}{space 3} .5535412
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .1112433{col 47}{space 2} .0785402{col 58}{space 1}    1.42{col 67}{space 3}0.157{col 75}{space 4}-.0430366{col 88}{space 3} .2655232
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .2108019{col 47}{space 2} .0780463{col 58}{space 1}    2.70{col 67}{space 3}0.007{col 75}{space 4} .0574922{col 88}{space 3} .3641116
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .2944138{col 47}{space 2}  .489395{col 58}{space 1}    0.60{col 67}{space 3}0.548{col 75}{space 4}-.6669257{col 88}{space 3} 1.255753
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}  -.04516{col 38}{space 2} .0740269{col 49}{space 1}   -0.61{col 58}{space 3}0.542{col 66}{space 4}-.1902501{col 79}{space 3}   .09993
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} .0660833{col 38}{space 2} .0454536{col 49}{space 1}    1.45{col 58}{space 3}0.146{col 66}{space 4}-.0230042{col 79}{space 3} .1551707
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .1656418{col 38}{space 2} .0434635{col 49}{space 1}    3.81{col 58}{space 3}0.000{col 66}{space 4} .0804549{col 79}{space 3} .2508287
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     16.33
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1669
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1459
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1057
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.3028

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            elect{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0032588{col 47}{space 2} .0782921{col 58}{space 1}   -0.04{col 67}{space 3}0.967{col 75}{space 4}-.1570526{col 88}{space 3} .1505349
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1309269{col 47}{space 2} .0921472{col 58}{space 1}    1.42{col 67}{space 3}0.156{col 75}{space 4}-.0500832{col 88}{space 3}  .311937
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .1052237{col 47}{space 2} .0315947{col 58}{space 1}    3.33{col 67}{space 3}0.001{col 75}{space 4} .0431603{col 88}{space 3} .1672871
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1202536{col 47}{space 2} .0305158{col 58}{space 1}    3.94{col 67}{space 3}0.000{col 75}{space 4} .0603097{col 88}{space 3} .1801975
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0018003{col 47}{space 2} .0150535{col 58}{space 1}   -0.12{col 67}{space 3}0.905{col 75}{space 4}-.0313709{col 88}{space 3} .0277702
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0524224{col 47}{space 2} .0214117{col 58}{space 1}    2.45{col 67}{space 3}0.015{col 75}{space 4}  .010362{col 88}{space 3} .0944827
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0260259{col 47}{space 2} .0204429{col 58}{space 1}    1.27{col 67}{space 3}0.204{col 75}{space 4}-.0141313{col 88}{space 3} .0661832
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0245248{col 47}{space 2}  .028582{col 58}{space 1}    0.86{col 67}{space 3}0.391{col 75}{space 4}-.0316205{col 88}{space 3} .0806702
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0020749{col 47}{space 2}  .011447{col 58}{space 1}    0.18{col 67}{space 3}0.856{col 75}{space 4}-.0204112{col 88}{space 3} .0245609
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0001048{col 47}{space 2} .0000427{col 58}{space 1}   -2.45{col 67}{space 3}0.014{col 75}{space 4}-.0001887{col 88}{space 3}-.0000209
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0006927{col 47}{space 2} .0102969{col 58}{space 1}   -0.07{col 67}{space 3}0.946{col 75}{space 4}-.0209196{col 88}{space 3} .0195341
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .5600464{col 47}{space 2} .0562596{col 58}{space 1}    9.95{col 67}{space 3}0.000{col 75}{space 4} .4495324{col 88}{space 3} .6705605
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-2.70e-08{col 47}{space 2} 4.84e-08{col 58}{space 1}   -0.56{col 67}{space 3}0.577{col 75}{space 4}-1.22e-07{col 88}{space 3} 6.81e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-3.35e-08{col 47}{space 2} 5.73e-08{col 58}{space 1}   -0.58{col 67}{space 3}0.559{col 75}{space 4}-1.46e-07{col 88}{space 3} 7.90e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0000839{col 47}{space 2} .0003938{col 58}{space 1}    0.21{col 67}{space 3}0.831{col 75}{space 4}-.0006897{col 88}{space 3} .0008575
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000536{col 47}{space 2} .0002076{col 58}{space 1}    0.26{col 67}{space 3}0.796{col 75}{space 4}-.0003542{col 88}{space 3} .0004615
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1248649{col 47}{space 2}  .082722{col 58}{space 1}   -1.51{col 67}{space 3}0.132{col 75}{space 4}-.2873607{col 88}{space 3} .0376308
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0090218{col 47}{space 2} .0793007{col 58}{space 1}   -0.11{col 67}{space 3}0.909{col 75}{space 4}-.1647969{col 88}{space 3} .1467532
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} -.041597{col 47}{space 2}  .096857{col 58}{space 1}   -0.43{col 67}{space 3}0.668{col 75}{space 4} -.231859{col 88}{space 3} .1486649
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0204537{col 47}{space 2} .0946594{col 58}{space 1}   -0.22{col 67}{space 3}0.829{col 75}{space 4}-.2063988{col 88}{space 3} .1654914
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}  .371101{col 47}{space 2}  .492739{col 58}{space 1}    0.75{col 67}{space 3}0.452{col 75}{space 4}-.5968151{col 88}{space 3} 1.339017
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1309269{col 38}{space 2} .0921472{col 49}{space 1}    1.42{col 58}{space 3}0.155{col 66}{space 4}-.0496782{col 79}{space 3}  .311532
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0893299{col 38}{space 2} .0420033{col 49}{space 1}    2.13{col 58}{space 3}0.033{col 66}{space 4}  .007005{col 79}{space 3} .1716548
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} .1104732{col 38}{space 2} .0392805{col 49}{space 1}    2.81{col 58}{space 3}0.005{col 66}{space 4} .0334849{col 79}{space 3} .1874616
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}     12.01
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0959
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0740
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0568
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.4581

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          discuss{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.2471126{col 47}{space 2} .1052526{col 58}{space 1}   -2.35{col 67}{space 3}0.019{col 75}{space 4}-.4538647{col 88}{space 3}-.0403604
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0673684{col 47}{space 2} .0783104{col 58}{space 1}    0.86{col 67}{space 3}0.390{col 75}{space 4}  -.08646{col 88}{space 3} .2211969
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0630739{col 47}{space 2} .0321521{col 58}{space 1}    1.96{col 67}{space 3}0.050{col 75}{space 4}-.0000837{col 88}{space 3} .1262316
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1204915{col 47}{space 2} .0377365{col 58}{space 1}    3.19{col 67}{space 3}0.001{col 75}{space 4} .0463641{col 88}{space 3} .1946188
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0007233{col 47}{space 2}  .021586{col 58}{space 1}    0.03{col 67}{space 3}0.973{col 75}{space 4} -.041679{col 88}{space 3} .0431257
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0269863{col 47}{space 2} .0351575{col 58}{space 1}    0.77{col 67}{space 3}0.443{col 75}{space 4} -.042075{col 88}{space 3} .0960476
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0916215{col 47}{space 2} .0263495{col 58}{space 1}    3.48{col 67}{space 3}0.001{col 75}{space 4} .0398621{col 88}{space 3}  .143381
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0767202{col 47}{space 2} .0426581{col 58}{space 1}    1.80{col 67}{space 3}0.073{col 75}{space 4}-.0070749{col 88}{space 3} .1605153
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0224742{col 47}{space 2} .0174892{col 58}{space 1}    1.29{col 67}{space 3}0.199{col 75}{space 4}-.0118806{col 88}{space 3}  .056829
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} -.000034{col 47}{space 2} .0000635{col 58}{space 1}   -0.54{col 67}{space 3}0.593{col 75}{space 4}-.0001586{col 88}{space 3} .0000907
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1022709{col 47}{space 2} .0164661{col 58}{space 1}   -6.21{col 67}{space 3}0.000{col 75}{space 4} -.134616{col 88}{space 3}-.0699257
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0494727{col 47}{space 2}  .050865{col 58}{space 1}    0.97{col 67}{space 3}0.331{col 75}{space 4}-.0504436{col 88}{space 3} .1493889
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-1.17e-07{col 47}{space 2} 6.79e-08{col 58}{space 1}   -1.73{col 67}{space 3}0.085{col 75}{space 4}-2.51e-07{col 88}{space 3} 1.63e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.39e-07{col 47}{space 2} 7.89e-08{col 58}{space 1}    1.77{col 67}{space 3}0.078{col 75}{space 4}-1.57e-08{col 88}{space 3} 2.94e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0006253{col 47}{space 2} .0005901{col 58}{space 1}   -1.06{col 67}{space 3}0.290{col 75}{space 4}-.0017846{col 88}{space 3} .0005339
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0002676{col 47}{space 2} .0002918{col 58}{space 1}   -0.92{col 67}{space 3}0.360{col 75}{space 4}-.0008408{col 88}{space 3} .0003057
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .1615364{col 47}{space 2} .0973371{col 58}{space 1}    1.66{col 67}{space 3}0.098{col 75}{space 4}-.0296671{col 88}{space 3} .3527399
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}  .289781{col 47}{space 2} .1070538{col 58}{space 1}    2.71{col 67}{space 3}0.007{col 75}{space 4} .0794906{col 88}{space 3} .5000714
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.2083164{col 47}{space 2} .0862426{col 58}{space 1}   -2.42{col 67}{space 3}0.016{col 75}{space 4}-.3777264{col 88}{space 3}-.0389064
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0148409{col 47}{space 2} .0942615{col 58}{space 1}   -0.16{col 67}{space 3}0.875{col 75}{space 4}-.2000027{col 88}{space 3} .1703209
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.6467261{col 47}{space 2} .7392312{col 58}{space 1}   -0.87{col 67}{space 3}0.382{col 75}{space 4}-2.098829{col 88}{space 3} .8053771
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0673684{col 38}{space 2} .0783104{col 49}{space 1}    0.86{col 58}{space 3}0.390{col 66}{space 4}-.0861171{col 79}{space 3}  .220854
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.1409479{col 38}{space 2} .0655334{col 49}{space 1}   -2.15{col 58}{space 3}0.031{col 66}{space 4} -.269391{col 79}{space 3}-.0125049
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0525276{col 38}{space 2} .0830607{col 49}{space 1}    0.63{col 58}{space 3}0.527{col 66}{space 4}-.1102684{col 79}{space 3} .2153235
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}      9.89
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0949
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0722
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0545
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.4581

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          discuss{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0025543{col 47}{space 2} .1131907{col 58}{space 1}    0.02{col 67}{space 3}0.982{col 75}{space 4}-.2197929{col 88}{space 3} .2249015
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1027986{col 47}{space 2} .0902406{col 58}{space 1}    1.14{col 67}{space 3}0.255{col 75}{space 4}-.0744662{col 88}{space 3} .2800635
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0537667{col 47}{space 2} .0361863{col 58}{space 1}    1.49{col 67}{space 3}0.138{col 75}{space 4}-.0173162{col 88}{space 3} .1248495
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1802863{col 47}{space 2} .0431462{col 58}{space 1}    4.18{col 67}{space 3}0.000{col 75}{space 4} .0955316{col 88}{space 3} .2650409
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0229934{col 47}{space 2} .0215966{col 58}{space 1}    1.06{col 67}{space 3}0.287{col 75}{space 4}  -.01943{col 88}{space 3} .0654169
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0575793{col 47}{space 2} .0351518{col 58}{space 1}    1.64{col 67}{space 3}0.102{col 75}{space 4}-.0114713{col 88}{space 3}   .12663
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0921283{col 47}{space 2} .0272705{col 58}{space 1}    3.38{col 67}{space 3}0.001{col 75}{space 4} .0385593{col 88}{space 3} .1456973
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0767749{col 47}{space 2} .0435344{col 58}{space 1}    1.76{col 67}{space 3}0.078{col 75}{space 4}-.0087424{col 88}{space 3} .1622921
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0074218{col 47}{space 2} .0180315{col 58}{space 1}    0.41{col 67}{space 3}0.681{col 75}{space 4}-.0279986{col 88}{space 3} .0428422
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}  .000046{col 47}{space 2}  .000067{col 58}{space 1}    0.69{col 67}{space 3}0.492{col 75}{space 4}-.0000855{col 88}{space 3} .0001776
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0949983{col 47}{space 2} .0165352{col 58}{space 1}   -5.75{col 67}{space 3}0.000{col 75}{space 4}-.1274794{col 88}{space 3}-.0625171
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .047771{col 47}{space 2} .0505588{col 58}{space 1}    0.94{col 67}{space 3}0.345{col 75}{space 4}-.0515446{col 88}{space 3} .1470865
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-1.09e-07{col 47}{space 2} 7.00e-08{col 58}{space 1}   -1.56{col 67}{space 3}0.120{col 75}{space 4}-2.46e-07{col 88}{space 3} 2.86e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.63e-07{col 47}{space 2} 8.06e-08{col 58}{space 1}    2.02{col 67}{space 3}0.044{col 75}{space 4} 4.37e-09{col 88}{space 3} 3.21e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0008598{col 47}{space 2} .0006145{col 58}{space 1}   -1.40{col 67}{space 3}0.162{col 75}{space 4}-.0020669{col 88}{space 3} .0003474
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001571{col 47}{space 2} .0003042{col 58}{space 1}   -0.52{col 67}{space 3}0.606{col 75}{space 4}-.0007547{col 88}{space 3} .0004405
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} -.070062{col 47}{space 2}  .100265{col 58}{space 1}   -0.70{col 67}{space 3}0.485{col 75}{space 4}-.2670184{col 88}{space 3} .1268944
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0559847{col 47}{space 2} .1306049{col 58}{space 1}    0.43{col 67}{space 3}0.668{col 75}{space 4}-.2005703{col 88}{space 3} .3125396
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1585843{col 47}{space 2} .0967506{col 58}{space 1}   -1.64{col 67}{space 3}0.102{col 75}{space 4}-.3486372{col 88}{space 3} .0314686
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0833345{col 47}{space 2}  .103413{col 58}{space 1}   -0.81{col 67}{space 3}0.421{col 75}{space 4}-.2864747{col 88}{space 3} .1198056
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.1927326{col 47}{space 2} .7615203{col 58}{space 1}   -0.25{col 67}{space 3}0.800{col 75}{space 4}-1.688632{col 88}{space 3} 1.303166
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1027986{col 38}{space 2} .0902406{col 49}{space 1}    1.14{col 58}{space 3}0.255{col 66}{space 4}-.0740696{col 79}{space 3} .2796669
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0557857{col 38}{space 2}  .059301{col 49}{space 1}   -0.94{col 58}{space 3}0.347{col 66}{space 4}-.1720135{col 79}{space 3} .0604421
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} .0194641{col 38}{space 2} .0916843{col 49}{space 1}    0.21{col 58}{space 3}0.832{col 66}{space 4}-.1602338{col 79}{space 3}  .199162
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}      5.10
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0619
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0391
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0253
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.3281

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           initiv{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0095266{col 47}{space 2} .0723283{col 58}{space 1}    0.13{col 67}{space 3}0.895{col 75}{space 4}-.1325509{col 88}{space 3} .1516041
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1599363{col 47}{space 2}  .056334{col 58}{space 1}    2.84{col 67}{space 3}0.005{col 75}{space 4} .0492771{col 88}{space 3} .2705955
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0432251{col 47}{space 2} .0223183{col 58}{space 1}    1.94{col 67}{space 3}0.053{col 75}{space 4}-.0006156{col 88}{space 3} .0870659
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0616004{col 47}{space 2} .0289023{col 58}{space 1}    2.13{col 67}{space 3}0.034{col 75}{space 4} .0048263{col 88}{space 3} .1183745
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0170488{col 47}{space 2} .0159013{col 58}{space 1}    1.07{col 67}{space 3}0.284{col 75}{space 4}-.0141867{col 88}{space 3} .0482844
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0544483{col 47}{space 2} .0284847{col 58}{space 1}    1.91{col 67}{space 3}0.056{col 75}{space 4}-.0015053{col 88}{space 3} .1104019
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0030526{col 47}{space 2} .0199674{col 58}{space 1}   -0.15{col 67}{space 3}0.879{col 75}{space 4}-.0422755{col 88}{space 3} .0361703
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} -.029918{col 47}{space 2} .0314333{col 58}{space 1}   -0.95{col 67}{space 3}0.342{col 75}{space 4}-.0916638{col 88}{space 3} .0318278
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0046951{col 47}{space 2} .0121294{col 58}{space 1}   -0.39{col 67}{space 3}0.699{col 75}{space 4}-.0285214{col 88}{space 3} .0191312
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-6.25e-06{col 47}{space 2}   .00004{col 58}{space 1}   -0.16{col 67}{space 3}0.876{col 75}{space 4}-.0000848{col 88}{space 3} .0000723
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0267132{col 47}{space 2} .0113558{col 58}{space 1}   -2.35{col 67}{space 3}0.019{col 75}{space 4}  -.04902{col 88}{space 3}-.0044064
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0411552{col 47}{space 2} .0287889{col 58}{space 1}    1.43{col 67}{space 3}0.153{col 75}{space 4}-.0153961{col 88}{space 3} .0977065
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-1.38e-08{col 47}{space 2} 4.63e-08{col 58}{space 1}   -0.30{col 67}{space 3}0.766{col 75}{space 4}-1.05e-07{col 88}{space 3} 7.71e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.01e-07{col 47}{space 2} 5.13e-08{col 58}{space 1}    1.97{col 67}{space 3}0.049{col 75}{space 4} 3.20e-10{col 88}{space 3} 2.02e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0005049{col 47}{space 2} .0004156{col 58}{space 1}   -1.21{col 67}{space 3}0.225{col 75}{space 4}-.0013212{col 88}{space 3} .0003115
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0002046{col 47}{space 2} .0001977{col 58}{space 1}   -1.03{col 67}{space 3}0.301{col 75}{space 4}-.0005929{col 88}{space 3} .0001837
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0108316{col 47}{space 2} .0674193{col 58}{space 1}   -0.16{col 67}{space 3}0.872{col 75}{space 4}-.1432661{col 88}{space 3} .1216029
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0897218{col 47}{space 2} .0812524{col 58}{space 1}    1.10{col 67}{space 3}0.270{col 75}{space 4}-.0698857{col 88}{space 3} .2493293
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.2192975{col 47}{space 2} .0605758{col 58}{space 1}   -3.62{col 67}{space 3}0.000{col 75}{space 4}-.3382891{col 88}{space 3}-.1003058
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.1857798{col 47}{space 2} .0719323{col 58}{space 1}   -2.58{col 67}{space 3}0.010{col 75}{space 4}-.3270795{col 88}{space 3}-.0444801
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .3003008{col 47}{space 2} .5299733{col 58}{space 1}    0.57{col 67}{space 3}0.571{col 75}{space 4}-.7407482{col 88}{space 3}  1.34135
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .1599363{col 38}{space 2}  .056334{col 49}{space 1}    2.84{col 58}{space 3}0.005{col 66}{space 4} .0495237{col 79}{space 3} .2703488
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0593612{col 38}{space 2}  .050576{col 49}{space 1}   -1.17{col 58}{space 3}0.241{col 66}{space 4}-.1584883{col 79}{space 3} .0397659
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0258435{col 38}{space 2} .0621452{col 49}{space 1}   -0.42{col 58}{space 3}0.678{col 66}{space 4}-.1476459{col 79}{space 3} .0959589
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}      4.37
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0660
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0425
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0281
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.3277

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           initiv{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .1316941{col 47}{space 2} .0578082{col 58}{space 1}    2.28{col 67}{space 3}0.023{col 75}{space 4}  .018138{col 88}{space 3} .2452502
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1185591{col 47}{space 2}  .057814{col 58}{space 1}    2.05{col 67}{space 3}0.041{col 75}{space 4} .0049916{col 88}{space 3} .2321267
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0744562{col 47}{space 2} .0195299{col 58}{space 1}    3.81{col 67}{space 3}0.000{col 75}{space 4} .0360926{col 88}{space 3} .1128198
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1444667{col 47}{space 2} .0324073{col 58}{space 1}    4.46{col 67}{space 3}0.000{col 75}{space 4} .0808071{col 88}{space 3} .2081264
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0245398{col 47}{space 2} .0158547{col 58}{space 1}    1.55{col 67}{space 3}0.122{col 75}{space 4}-.0066045{col 88}{space 3}  .055684
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0598082{col 47}{space 2} .0282091{col 58}{space 1}    2.12{col 67}{space 3}0.034{col 75}{space 4} .0043954{col 88}{space 3}  .115221
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0087671{col 47}{space 2} .0205196{col 58}{space 1}   -0.43{col 67}{space 3}0.669{col 75}{space 4}-.0490749{col 88}{space 3} .0315407
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0366749{col 47}{space 2} .0318727{col 58}{space 1}   -1.15{col 67}{space 3}0.250{col 75}{space 4}-.0992843{col 88}{space 3} .0259345
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0074846{col 47}{space 2} .0126495{col 58}{space 1}   -0.59{col 67}{space 3}0.554{col 75}{space 4}-.0323327{col 88}{space 3} .0173635
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000423{col 47}{space 2} .0000413{col 58}{space 1}    1.02{col 67}{space 3}0.306{col 75}{space 4}-.0000389{col 88}{space 3} .0001235
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0199491{col 47}{space 2} .0117181{col 58}{space 1}   -1.70{col 67}{space 3}0.089{col 75}{space 4}-.0429677{col 88}{space 3} .0030695
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0431988{col 47}{space 2} .0285221{col 58}{space 1}    1.51{col 67}{space 3}0.130{col 75}{space 4}-.0128288{col 88}{space 3} .0992263
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-6.66e-09{col 47}{space 2} 4.77e-08{col 58}{space 1}   -0.14{col 67}{space 3}0.889{col 75}{space 4}-1.00e-07{col 88}{space 3} 8.71e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.22e-07{col 47}{space 2} 5.12e-08{col 58}{space 1}    2.38{col 67}{space 3}0.018{col 75}{space 4} 2.14e-08{col 88}{space 3} 2.23e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0005538{col 47}{space 2} .0004135{col 58}{space 1}   -1.34{col 67}{space 3}0.181{col 75}{space 4} -.001366{col 88}{space 3} .0002584
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} -.000188{col 47}{space 2} .0002005{col 58}{space 1}   -0.94{col 67}{space 3}0.349{col 75}{space 4}-.0005818{col 88}{space 3} .0002059
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1158691{col 47}{space 2} .0525184{col 58}{space 1}   -2.21{col 67}{space 3}0.028{col 75}{space 4}-.2190341{col 88}{space 3}-.0127041
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0761427{col 47}{space 2} .0910221{col 58}{space 1}   -0.84{col 67}{space 3}0.403{col 75}{space 4}-.2549429{col 88}{space 3} .1026574
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0954882{col 47}{space 2} .0588635{col 58}{space 1}   -1.62{col 67}{space 3}0.105{col 75}{space 4}-.2111172{col 88}{space 3} .0201409
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.2464589{col 47}{space 2} .0803722{col 58}{space 1}   -3.07{col 67}{space 3}0.002{col 75}{space 4}-.4043388{col 88}{space 3} -.088579
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .2636308{col 47}{space 2} .5495093{col 58}{space 1}    0.48{col 67}{space 3}0.632{col 75}{space 4}-.8158027{col 88}{space 3} 1.343064
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1185591{col 38}{space 2}  .057814{col 49}{space 1}    2.05{col 58}{space 3}0.040{col 66}{space 4} .0052457{col 79}{space 3} .2318726
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}  .023071{col 38}{space 2} .0434833{col 49}{space 1}    0.53{col 58}{space 3}0.596{col 66}{space 4}-.0621548{col 79}{space 3} .1082968
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.1278998{col 38}{space 2} .0680341{col 49}{space 1}   -1.88{col 58}{space 3}0.060{col 66}{space 4}-.2612441{col 79}{space 3} .0054446
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}      4.22
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0519
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0289
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0229
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.2604

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          wrkprty{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}  .017525{col 47}{space 2} .0592905{col 58}{space 1}    0.30{col 67}{space 3}0.768{col 75}{space 4}-.0989418{col 88}{space 3} .1339919
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0943464{col 47}{space 2} .0438944{col 58}{space 1}    2.15{col 67}{space 3}0.032{col 75}{space 4} .0081229{col 88}{space 3}   .18057
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0148234{col 47}{space 2} .0185707{col 58}{space 1}    0.80{col 67}{space 3}0.425{col 75}{space 4}-.0216559{col 88}{space 3} .0513026
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}  .036081{col 47}{space 2} .0190393{col 58}{space 1}    1.90{col 67}{space 3}0.059{col 75}{space 4}-.0013186{col 88}{space 3} .0734806
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0168233{col 47}{space 2} .0131446{col 58}{space 1}    1.28{col 67}{space 3}0.201{col 75}{space 4}-.0089972{col 88}{space 3} .0426438
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0300743{col 47}{space 2} .0204639{col 58}{space 1}    1.47{col 67}{space 3}0.142{col 75}{space 4}-.0101238{col 88}{space 3} .0702724
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0157532{col 47}{space 2}  .013421{col 58}{space 1}    1.17{col 67}{space 3}0.241{col 75}{space 4}-.0106102{col 88}{space 3} .0421165
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0035056{col 47}{space 2}  .022335{col 58}{space 1}    0.16{col 67}{space 3}0.875{col 75}{space 4} -.040368{col 88}{space 3} .0473792
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0046225{col 47}{space 2} .0094922{col 58}{space 1}   -0.49{col 67}{space 3}0.626{col 75}{space 4}-.0232685{col 88}{space 3} .0140235
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000107{col 47}{space 2} .0000329{col 58}{space 1}    0.33{col 67}{space 3}0.744{col 75}{space 4} -.000054{col 88}{space 3} .0000755
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0469882{col 47}{space 2}  .008646{col 58}{space 1}   -5.43{col 67}{space 3}0.000{col 75}{space 4}-.0639719{col 88}{space 3}-.0300044
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0035423{col 47}{space 2} .0248995{col 58}{space 1}    0.14{col 67}{space 3}0.887{col 75}{space 4}-.0453688{col 88}{space 3} .0524534
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 4.24e-08{col 47}{space 2} 3.65e-08{col 58}{space 1}    1.16{col 67}{space 3}0.246{col 75}{space 4}-2.93e-08{col 88}{space 3} 1.14e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-4.30e-09{col 47}{space 2} 3.90e-08{col 58}{space 1}   -0.11{col 67}{space 3}0.912{col 75}{space 4}-8.09e-08{col 88}{space 3} 7.23e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0000182{col 47}{space 2} .0003249{col 58}{space 1}    0.06{col 67}{space 3}0.955{col 75}{space 4}  -.00062{col 88}{space 3} .0006564
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000746{col 47}{space 2} .0001679{col 58}{space 1}    0.44{col 67}{space 3}0.657{col 75}{space 4}-.0002552{col 88}{space 3} .0004045
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0249534{col 47}{space 2} .0577931{col 58}{space 1}   -0.43{col 67}{space 3}0.666{col 75}{space 4}-.1384789{col 88}{space 3}  .088572
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0568485{col 47}{space 2}  .060061{col 58}{space 1}    0.95{col 67}{space 3}0.344{col 75}{space 4}-.0611318{col 88}{space 3} .1748288
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0962872{col 47}{space 2} .0492898{col 58}{space 1}   -1.95{col 67}{space 3}0.051{col 75}{space 4}-.1931093{col 88}{space 3} .0005349
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0951421{col 47}{space 2} .0616434{col 58}{space 1}   -1.54{col 67}{space 3}0.123{col 75}{space 4}-.2162308{col 88}{space 3} .0259465
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .2218538{col 47}{space 2} .4078123{col 58}{space 1}    0.54{col 67}{space 3}0.587{col 75}{space 4}-.5792291{col 88}{space 3} 1.022937
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0943464{col 38}{space 2} .0438944{col 49}{space 1}    2.15{col 58}{space 3}0.032{col 66}{space 4} .0083151{col 79}{space 3} .1803778
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0019408{col 38}{space 2} .0390704{col 49}{space 1}   -0.05{col 58}{space 3}0.960{col 66}{space 4}-.0785174{col 79}{space 3} .0746359
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0007957{col 38}{space 2} .0542127{col 49}{space 1}   -0.01{col 58}{space 3}0.988{col 66}{space 4}-.1070506{col 79}{space 3} .1054591
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}      3.81
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0560
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0323
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0259
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.2612

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          wrkprty{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0426132{col 47}{space 2} .0458569{col 58}{space 1}    0.93{col 67}{space 3}0.353{col 75}{space 4}-.0474663{col 88}{space 3} .1326926
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0675371{col 47}{space 2} .0470939{col 58}{space 1}    1.43{col 67}{space 3}0.152{col 75}{space 4}-.0249723{col 88}{space 3} .1600465
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0148737{col 47}{space 2} .0146863{col 58}{space 1}    1.01{col 67}{space 3}0.312{col 75}{space 4}-.0139754{col 88}{space 3} .0437229
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0310309{col 47}{space 2} .0214762{col 58}{space 1}    1.44{col 67}{space 3}0.149{col 75}{space 4} -.011156{col 88}{space 3} .0732178
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0181765{col 47}{space 2} .0131527{col 58}{space 1}    1.38{col 67}{space 3}0.168{col 75}{space 4}-.0076603{col 88}{space 3} .0440132
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0327937{col 47}{space 2} .0198567{col 58}{space 1}    1.65{col 67}{space 3}0.099{col 75}{space 4}-.0062121{col 88}{space 3} .0717994
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0213265{col 47}{space 2} .0138838{col 58}{space 1}    1.54{col 67}{space 3}0.125{col 75}{space 4}-.0059462{col 88}{space 3} .0485992
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0064067{col 47}{space 2} .0221979{col 58}{space 1}    0.29{col 67}{space 3}0.773{col 75}{space 4} -.037198{col 88}{space 3} .0500113
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0045164{col 47}{space 2} .0095656{col 58}{space 1}   -0.47{col 67}{space 3}0.637{col 75}{space 4}-.0233066{col 88}{space 3} .0142738
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000229{col 47}{space 2} .0000348{col 58}{space 1}    0.66{col 67}{space 3}0.510{col 75}{space 4}-.0000454{col 88}{space 3} .0000913
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0412115{col 47}{space 2} .0087709{col 58}{space 1}   -4.70{col 67}{space 3}0.000{col 75}{space 4}-.0584407{col 88}{space 3}-.0239823
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0040977{col 47}{space 2} .0250881{col 58}{space 1}    0.16{col 67}{space 3}0.870{col 75}{space 4}-.0451843{col 88}{space 3} .0533796
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 4.18e-08{col 47}{space 2} 3.86e-08{col 58}{space 1}    1.08{col 67}{space 3}0.280{col 75}{space 4}-3.41e-08{col 88}{space 3} 1.18e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.29e-08{col 47}{space 2} 4.03e-08{col 58}{space 1}    0.32{col 67}{space 3}0.749{col 75}{space 4}-6.63e-08{col 88}{space 3} 9.21e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0000863{col 47}{space 2} .0003374{col 58}{space 1}   -0.26{col 67}{space 3}0.798{col 75}{space 4}-.0007491{col 88}{space 3} .0005764
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000946{col 47}{space 2} .0001712{col 58}{space 1}    0.55{col 67}{space 3}0.581{col 75}{space 4}-.0002416{col 88}{space 3} .0004308
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} -.048045{col 47}{space 2} .0423844{col 58}{space 1}   -1.13{col 67}{space 3}0.257{col 75}{space 4}-.1313032{col 88}{space 3} .0352131
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1236538{col 47}{space 2} .0696766{col 58}{space 1}    1.77{col 67}{space 3}0.077{col 75}{space 4}-.0132161{col 88}{space 3} .2605237
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  -.04031{col 47}{space 2} .0471572{col 58}{space 1}   -0.85{col 67}{space 3}0.393{col 75}{space 4}-.1329437{col 88}{space 3} .0523238
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0953827{col 47}{space 2} .0717651{col 58}{space 1}   -1.33{col 67}{space 3}0.184{col 75}{space 4}-.2363552{col 88}{space 3} .0455897
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .1802291{col 47}{space 2} .4094271{col 58}{space 1}    0.44{col 67}{space 3}0.660{col 75}{space 4}-.6240326{col 88}{space 3} .9844907
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0675371{col 38}{space 2} .0470939{col 49}{space 1}    1.43{col 58}{space 3}0.152{col 66}{space 4}-.0247653{col 79}{space 3} .1598395
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0272271{col 38}{space 2} .0337679{col 49}{space 1}    0.81{col 58}{space 3}0.420{col 66}{space 4}-.0389567{col 79}{space 3}  .093411
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0278457{col 38}{space 2} .0623861{col 49}{space 1}   -0.45{col 58}{space 3}0.655{col 66}{space 4}-.1501202{col 79}{space 3} .0944289
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}      6.22
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0531
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0301
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0371
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.2225

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                         unlawdem{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0549915{col 47}{space 2} .0455345{col 58}{space 1}    1.21{col 67}{space 3}0.228{col 75}{space 4}-.0344539{col 88}{space 3} .1444369
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0025732{col 47}{space 2} .0298041{col 58}{space 1}   -0.09{col 67}{space 3}0.931{col 75}{space 4}-.0611188{col 88}{space 3} .0559723
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0288696{col 47}{space 2} .0134889{col 58}{space 1}    2.14{col 67}{space 3}0.033{col 75}{space 4} .0023728{col 88}{space 3} .0553665
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0532319{col 47}{space 2} .0174702{col 58}{space 1}    3.05{col 67}{space 3}0.002{col 75}{space 4} .0189144{col 88}{space 3} .0875493
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0218946{col 47}{space 2} .0104273{col 58}{space 1}    2.10{col 67}{space 3}0.036{col 75}{space 4} .0014118{col 88}{space 3} .0423774
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0191272{col 47}{space 2} .0182493{col 58}{space 1}    1.05{col 67}{space 3}0.295{col 75}{space 4}-.0167208{col 88}{space 3} .0549751
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0147196{col 47}{space 2} .0089875{col 58}{space 1}    1.64{col 67}{space 3}0.102{col 75}{space 4}-.0029349{col 88}{space 3} .0323741
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .031902{col 47}{space 2}  .020556{col 58}{space 1}    1.55{col 67}{space 3}0.121{col 75}{space 4}-.0084769{col 88}{space 3}  .072281
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}  .004007{col 47}{space 2} .0083153{col 58}{space 1}    0.48{col 67}{space 3}0.630{col 75}{space 4}-.0123272{col 88}{space 3} .0203411
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000421{col 47}{space 2} .0000304{col 58}{space 1}   -1.38{col 67}{space 3}0.167{col 75}{space 4}-.0001019{col 88}{space 3} .0000177
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0255867{col 47}{space 2} .0077016{col 58}{space 1}   -3.32{col 67}{space 3}0.001{col 75}{space 4}-.0407153{col 88}{space 3}-.0104581
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0141456{col 47}{space 2} .0168282{col 58}{space 1}    0.84{col 67}{space 3}0.401{col 75}{space 4}-.0189107{col 88}{space 3}  .047202
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-4.25e-08{col 47}{space 2} 3.38e-08{col 58}{space 1}   -1.26{col 67}{space 3}0.210{col 75}{space 4}-1.09e-07{col 88}{space 3} 2.40e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.37e-08{col 47}{space 2} 3.66e-08{col 58}{space 1}    1.47{col 67}{space 3}0.143{col 75}{space 4}-1.81e-08{col 88}{space 3} 1.26e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001856{col 47}{space 2} .0003055{col 58}{space 1}   -0.61{col 67}{space 3}0.544{col 75}{space 4}-.0007856{col 88}{space 3} .0004145
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0003069{col 47}{space 2} .0001361{col 58}{space 1}   -2.26{col 67}{space 3}0.025{col 75}{space 4}-.0005743{col 88}{space 3}-.0000396
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0025611{col 47}{space 2} .0414742{col 58}{space 1}   -0.06{col 67}{space 3}0.951{col 75}{space 4}-.0840305{col 88}{space 3} .0789084
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}  .064778{col 47}{space 2} .0524657{col 58}{space 1}    1.23{col 67}{space 3}0.217{col 75}{space 4}-.0382826{col 88}{space 3} .1678385
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0317943{col 47}{space 2} .0345365{col 58}{space 1}   -0.92{col 67}{space 3}0.358{col 75}{space 4}-.0996357{col 88}{space 3} .0360472
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0011191{col 47}{space 2} .0524693{col 58}{space 1}    0.02{col 67}{space 3}0.983{col 75}{space 4}-.1019485{col 88}{space 3} .1041867
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.0863555{col 47}{space 2} .3533185{col 58}{space 1}   -0.24{col 67}{space 3}0.807{col 75}{space 4}-.7803939{col 88}{space 3} .6076829
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}-.0025732{col 38}{space 2} .0298041{col 49}{space 1}   -0.09{col 58}{space 3}0.931{col 66}{space 4}-.0609883{col 79}{space 3} .0558418
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0343675{col 38}{space 2} .0336895{col 49}{space 1}   -1.02{col 58}{space 3}0.308{col 66}{space 4}-.1003978{col 79}{space 3} .0316628
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0014541{col 38}{space 2} .0523576{col 49}{space 1}   -0.03{col 58}{space 3}0.978{col 66}{space 4}-.1040732{col 79}{space 3} .1011649
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}      5.33
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0529
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0291
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0380
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.2244

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                         unlawdem{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0711879{col 47}{space 2} .0482768{col 58}{space 1}    1.47{col 67}{space 3}0.141{col 75}{space 4} -.023645{col 88}{space 3} .1660209
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0440583{col 47}{space 2} .0453846{col 58}{space 1}    0.97{col 67}{space 3}0.332{col 75}{space 4}-.0450934{col 88}{space 3} .1332099
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0194159{col 47}{space 2} .0150824{col 58}{space 1}   -1.29{col 67}{space 3}0.199{col 75}{space 4}-.0490431{col 88}{space 3} .0102113
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0224241{col 47}{space 2} .0219609{col 58}{space 1}    1.02{col 67}{space 3}0.308{col 75}{space 4} -.020715{col 88}{space 3} .0655632
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0266305{col 47}{space 2} .0101782{col 58}{space 1}    2.62{col 67}{space 3}0.009{col 75}{space 4} .0066368{col 88}{space 3} .0466242
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0308489{col 47}{space 2} .0192682{col 58}{space 1}    1.60{col 67}{space 3}0.110{col 75}{space 4}-.0070007{col 88}{space 3} .0686986
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0193974{col 47}{space 2} .0092417{col 58}{space 1}    2.10{col 67}{space 3}0.036{col 75}{space 4} .0012433{col 88}{space 3} .0375515
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0330129{col 47}{space 2}  .020998{col 58}{space 1}    1.57{col 67}{space 3}0.116{col 75}{space 4}-.0082347{col 88}{space 3} .0742605
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0024652{col 47}{space 2} .0082628{col 58}{space 1}    0.30{col 67}{space 3}0.766{col 75}{space 4}-.0137659{col 88}{space 3} .0186962
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000416{col 47}{space 2}  .000031{col 58}{space 1}   -1.34{col 67}{space 3}0.180{col 75}{space 4}-.0001025{col 88}{space 3} .0000193
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0228419{col 47}{space 2}  .008081{col 58}{space 1}   -2.83{col 67}{space 3}0.005{col 75}{space 4}-.0387159{col 88}{space 3}-.0069679
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0204072{col 47}{space 2} .0168004{col 58}{space 1}    1.21{col 67}{space 3}0.225{col 75}{space 4}-.0125949{col 88}{space 3} .0534093
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-3.76e-08{col 47}{space 2} 3.47e-08{col 58}{space 1}   -1.08{col 67}{space 3}0.279{col 75}{space 4}-1.06e-07{col 88}{space 3} 3.05e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.76e-08{col 47}{space 2} 3.70e-08{col 58}{space 1}    1.56{col 67}{space 3}0.120{col 75}{space 4}-1.51e-08{col 88}{space 3} 1.30e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0002824{col 47}{space 2} .0003088{col 58}{space 1}   -0.91{col 67}{space 3}0.361{col 75}{space 4} -.000889{col 88}{space 3} .0003241
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0002615{col 47}{space 2} .0001392{col 58}{space 1}   -1.88{col 67}{space 3}0.061{col 75}{space 4} -.000535{col 88}{space 3}  .000012
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0026652{col 47}{space 2} .0522497{col 58}{space 1}    0.05{col 67}{space 3}0.959{col 75}{space 4}-.0999721{col 88}{space 3} .1053024
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0827175{col 47}{space 2}  .073633{col 58}{space 1}    1.12{col 67}{space 3}0.262{col 75}{space 4}-.0619241{col 88}{space 3}  .227359
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} -.071904{col 47}{space 2} .0455902{col 58}{space 1}   -1.58{col 67}{space 3}0.115{col 75}{space 4}-.1614596{col 88}{space 3} .0176515
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0973238{col 47}{space 2} .0705918{col 58}{space 1}   -1.38{col 67}{space 3}0.169{col 75}{space 4}-.2359915{col 88}{space 3} .0413439
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.0014472{col 47}{space 2} .3537103{col 58}{space 1}   -0.00{col 67}{space 3}0.997{col 75}{space 4}-.6962609{col 88}{space 3} .6933666
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0440583{col 38}{space 2} .0453846{col 49}{space 1}    0.97{col 58}{space 3}0.332{col 66}{space 4}-.0448939{col 79}{space 3} .1330104
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0278458{col 38}{space 2} .0279869{col 49}{space 1}   -0.99{col 58}{space 3}0.320{col 66}{space 4}-.0826991{col 79}{space 3} .0270076
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0532655{col 38}{space 2} .0592748{col 49}{space 1}   -0.90{col 58}{space 3}0.369{col 66}{space 4} -.169442{col 79}{space 3}  .062911
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}     16.38
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1142
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0927
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0894
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.4403

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             demo{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0797947{col 47}{space 2} .0964829{col 58}{space 1}    0.83{col 67}{space 3}0.409{col 75}{space 4}-.1097306{col 88}{space 3} .2693201
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0704088{col 47}{space 2}  .081911{col 58}{space 1}    0.86{col 67}{space 3}0.390{col 75}{space 4}-.0904924{col 88}{space 3}   .23131
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .1147438{col 47}{space 2} .0274689{col 58}{space 1}    4.18{col 67}{space 3}0.000{col 75}{space 4} .0607854{col 88}{space 3} .1687021
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .2839042{col 47}{space 2} .0358146{col 58}{space 1}    7.93{col 67}{space 3}0.000{col 75}{space 4} .2135519{col 88}{space 3} .3542564
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0504436{col 47}{space 2} .0217678{col 58}{space 1}    2.32{col 67}{space 3}0.021{col 75}{space 4} .0076841{col 88}{space 3}  .093203
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0534705{col 47}{space 2} .0350521{col 58}{space 1}    1.53{col 67}{space 3}0.128{col 75}{space 4}-.0153838{col 88}{space 3} .1223248
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}   .02979{col 47}{space 2}  .023075{col 58}{space 1}    1.29{col 67}{space 3}0.197{col 75}{space 4}-.0155373{col 88}{space 3} .0751173
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0852809{col 47}{space 2} .0415867{col 58}{space 1}    2.05{col 67}{space 3}0.041{col 75}{space 4} .0035905{col 88}{space 3} .1669714
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0035759{col 47}{space 2} .0159169{col 58}{space 1}    0.22{col 67}{space 3}0.822{col 75}{space 4}-.0276904{col 88}{space 3} .0348421
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-7.52e-06{col 47}{space 2} .0000509{col 58}{space 1}   -0.15{col 67}{space 3}0.883{col 75}{space 4}-.0001075{col 88}{space 3} .0000925
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0380706{col 47}{space 2} .0138392{col 58}{space 1}   -2.75{col 67}{space 3}0.006{col 75}{space 4}-.0652556{col 88}{space 3}-.0108856
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}-.0576233{col 47}{space 2} .0609624{col 58}{space 1}   -0.95{col 67}{space 3}0.345{col 75}{space 4}-.1773742{col 88}{space 3} .0621277
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-1.48e-07{col 47}{space 2} 6.80e-08{col 58}{space 1}   -2.17{col 67}{space 3}0.030{col 75}{space 4}-2.81e-07{col 88}{space 3}-1.42e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-8.19e-09{col 47}{space 2} 7.48e-08{col 58}{space 1}   -0.11{col 67}{space 3}0.913{col 75}{space 4}-1.55e-07{col 88}{space 3} 1.39e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0000729{col 47}{space 2} .0005711{col 58}{space 1}   -0.13{col 67}{space 3}0.898{col 75}{space 4}-.0011947{col 88}{space 3} .0010489
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0002338{col 47}{space 2} .0002692{col 58}{space 1}    0.87{col 67}{space 3}0.386{col 75}{space 4} -.000295{col 88}{space 3} .0007625
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0653679{col 47}{space 2} .0960097{col 58}{space 1}   -0.68{col 67}{space 3}0.496{col 75}{space 4}-.2539638{col 88}{space 3}  .123228
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0207994{col 47}{space 2} .1118084{col 58}{space 1}   -0.19{col 67}{space 3}0.852{col 75}{space 4}-.2404294{col 88}{space 3} .1988305
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.1156131{col 47}{space 2} .0880505{col 58}{space 1}   -1.31{col 67}{space 3}0.190{col 75}{space 4}-.2885744{col 88}{space 3} .0573482
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.1253378{col 47}{space 2} .1034488{col 58}{space 1}   -1.21{col 67}{space 3}0.226{col 75}{space 4}-.3285467{col 88}{space 3} .0778712
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .0731573{col 47}{space 2} .6880279{col 58}{space 1}    0.11{col 67}{space 3}0.915{col 75}{space 4}-1.278365{col 88}{space 3}  1.42468
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0704088{col 38}{space 2}  .081911{col 49}{space 1}    0.86{col 58}{space 3}0.390{col 66}{space 4}-.0901338{col 79}{space 3} .2309514
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0452043{col 38}{space 2} .0697408{col 49}{space 1}   -0.65{col 58}{space 3}0.517{col 66}{space 4}-.1818938{col 79}{space 3} .0914852
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0549289{col 38}{space 2}  .077024{col 49}{space 1}   -0.71{col 58}{space 3}0.476{col 66}{space 4}-.2058933{col 79}{space 3} .0960354
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     13.59
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1120
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0897
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0865
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.4414

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             demo{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0852814{col 47}{space 2} .1084856{col 58}{space 1}    0.79{col 67}{space 3}0.432{col 75}{space 4}-.1278232{col 88}{space 3} .2983861
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1271304{col 47}{space 2} .0890847{col 58}{space 1}    1.43{col 67}{space 3}0.154{col 75}{space 4}-.0478639{col 88}{space 3} .3021248
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  -.00199{col 47}{space 2} .0341524{col 58}{space 1}   -0.06{col 67}{space 3}0.954{col 75}{space 4}-.0690775{col 88}{space 3} .0650975
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .2153182{col 47}{space 2}  .044781{col 58}{space 1}    4.81{col 67}{space 3}0.000{col 75}{space 4} .1273524{col 88}{space 3} .3032841
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .075121{col 47}{space 2}  .021883{col 58}{space 1}    3.43{col 67}{space 3}0.001{col 75}{space 4} .0321349{col 88}{space 3} .1181071
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0981507{col 47}{space 2} .0337388{col 58}{space 1}    2.91{col 67}{space 3}0.004{col 75}{space 4} .0318756{col 88}{space 3} .1644258
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0413485{col 47}{space 2} .0236255{col 58}{space 1}    1.75{col 67}{space 3}0.081{col 75}{space 4}-.0050604{col 88}{space 3} .0877575
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0926167{col 47}{space 2} .0412325{col 58}{space 1}    2.25{col 67}{space 3}0.025{col 75}{space 4} .0116213{col 88}{space 3} .1736121
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}  -.00557{col 47}{space 2} .0159818{col 58}{space 1}   -0.35{col 67}{space 3}0.728{col 75}{space 4}-.0369639{col 88}{space 3} .0258239
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000439{col 47}{space 2} .0000515{col 58}{space 1}    0.85{col 67}{space 3}0.395{col 75}{space 4}-.0000573{col 88}{space 3} .0001451
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0238894{col 47}{space 2} .0143895{col 58}{space 1}   -1.66{col 67}{space 3}0.097{col 75}{space 4}-.0521555{col 88}{space 3} .0043768
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}-.0441203{col 47}{space 2} .0602433{col 58}{space 1}   -0.73{col 67}{space 3}0.464{col 75}{space 4}-.1624599{col 88}{space 3} .0742192
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-1.46e-07{col 47}{space 2} 7.11e-08{col 58}{space 1}   -2.06{col 67}{space 3}0.040{col 75}{space 4}-2.86e-07{col 88}{space 3}-6.68e-09
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.93e-08{col 47}{space 2} 7.77e-08{col 58}{space 1}    0.25{col 67}{space 3}0.804{col 75}{space 4}-1.33e-07{col 88}{space 3} 1.72e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} 8.31e-06{col 47}{space 2} .0005875{col 58}{space 1}    0.01{col 67}{space 3}0.989{col 75}{space 4}-.0011457{col 88}{space 3} .0011623
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0002499{col 47}{space 2} .0002786{col 58}{space 1}    0.90{col 67}{space 3}0.370{col 75}{space 4}-.0002975{col 88}{space 3} .0007972
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0447009{col 47}{space 2} .1042705{col 58}{space 1}   -0.43{col 67}{space 3}0.668{col 75}{space 4}-.2495257{col 88}{space 3} .1601238
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0056209{col 47}{space 2} .1330567{col 58}{space 1}    0.04{col 67}{space 3}0.966{col 75}{space 4}-.2557501{col 88}{space 3} .2669919
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1464351{col 47}{space 2}  .090214{col 58}{space 1}   -1.62{col 67}{space 3}0.105{col 75}{space 4}-.3236478{col 88}{space 3} .0307776
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.2792593{col 47}{space 2} .1160663{col 58}{space 1}   -2.41{col 67}{space 3}0.016{col 75}{space 4}-.5072551{col 88}{space 3}-.0512634
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .3958586{col 47}{space 2} .6851554{col 58}{space 1}    0.58{col 67}{space 3}0.564{col 75}{space 4}-.9500323{col 88}{space 3} 1.741749
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1271304{col 38}{space 2} .0890847{col 49}{space 1}    1.43{col 58}{space 3}0.154{col 66}{space 4}-.0474725{col 79}{space 3} .3017333
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0193047{col 38}{space 2} .0635885{col 49}{space 1}   -0.30{col 58}{space 3}0.761{col 66}{space 4}-.1439359{col 79}{space 3} .1053265
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.1521288{col 38}{space 2} .0859725{col 49}{space 1}   -1.77{col 58}{space 3}0.077{col 66}{space 4}-.3206318{col 79}{space 3} .0163741
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}      2.10
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0037
{txt}{col 51}R-squared{col 67}= {res}    0.0276
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0040
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0113
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.2484

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          abstain{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .1109138{col 47}{space 2} .0672737{col 58}{space 1}    1.65{col 67}{space 3}0.100{col 75}{space 4}-.0212348{col 88}{space 3} .2430623
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0245862{col 47}{space 2} .0470031{col 58}{space 1}   -0.52{col 67}{space 3}0.601{col 75}{space 4}-.1169163{col 88}{space 3}  .067744
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0005429{col 47}{space 2} .0183393{col 58}{space 1}    0.03{col 67}{space 3}0.976{col 75}{space 4}-.0354817{col 88}{space 3} .0365675
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0329291{col 47}{space 2} .0198336{col 58}{space 1}   -1.66{col 67}{space 3}0.097{col 75}{space 4} -.071889{col 88}{space 3} .0060309
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0282713{col 47}{space 2} .0135535{col 58}{space 1}    2.09{col 67}{space 3}0.037{col 75}{space 4} .0016477{col 88}{space 3}  .054895
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} -.000979{col 47}{space 2} .0175251{col 58}{space 1}   -0.06{col 67}{space 3}0.955{col 75}{space 4}-.0354043{col 88}{space 3} .0334464
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0147977{col 47}{space 2} .0150284{col 58}{space 1}   -0.98{col 67}{space 3}0.325{col 75}{space 4}-.0443187{col 88}{space 3} .0147233
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0065999{col 47}{space 2} .0227027{col 58}{space 1}    0.29{col 67}{space 3}0.771{col 75}{space 4}-.0379959{col 88}{space 3} .0511957
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0059832{col 47}{space 2} .0090888{col 58}{space 1}    0.66{col 67}{space 3}0.511{col 75}{space 4}-.0118702{col 88}{space 3} .0238367
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000423{col 47}{space 2} .0000306{col 58}{space 1}   -1.38{col 67}{space 3}0.167{col 75}{space 4}-.0001024{col 88}{space 3} .0000178
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0011367{col 47}{space 2} .0092795{col 58}{space 1}   -0.12{col 67}{space 3}0.903{col 75}{space 4}-.0193648{col 88}{space 3} .0170914
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0470444{col 47}{space 2} .0233464{col 58}{space 1}    2.02{col 67}{space 3}0.044{col 75}{space 4} .0011841{col 88}{space 3} .0929046
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-2.60e-08{col 47}{space 2} 3.25e-08{col 58}{space 1}   -0.80{col 67}{space 3}0.425{col 75}{space 4}-8.98e-08{col 88}{space 3} 3.79e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-4.63e-09{col 47}{space 2} 3.48e-08{col 58}{space 1}   -0.13{col 67}{space 3}0.894{col 75}{space 4}-7.31e-08{col 88}{space 3} 6.38e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0006134{col 47}{space 2} .0003065{col 58}{space 1}   -2.00{col 67}{space 3}0.046{col 75}{space 4}-.0012155{col 88}{space 3}-.0000114
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000154{col 47}{space 2} .0001338{col 58}{space 1}    0.12{col 67}{space 3}0.908{col 75}{space 4}-.0002474{col 88}{space 3} .0002782
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0297741{col 47}{space 2} .0670515{col 58}{space 1}   -0.44{col 67}{space 3}0.657{col 75}{space 4}-.1614861{col 88}{space 3}  .101938
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0333936{col 47}{space 2} .0642848{col 58}{space 1}   -0.52{col 67}{space 3}0.604{col 75}{space 4} -.159671{col 88}{space 3} .0928839
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0503706{col 47}{space 2} .0546376{col 58}{space 1}    0.92{col 67}{space 3}0.357{col 75}{space 4}-.0569563{col 88}{space 3} .1576975
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0205386{col 47}{space 2} .0494535{col 58}{space 1}   -0.42{col 67}{space 3}0.678{col 75}{space 4}-.1176823{col 88}{space 3}  .076605
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.1328748{col 47}{space 2}  .394803{col 58}{space 1}   -0.34{col 67}{space 3}0.737{col 75}{space 4}-.9084031{col 88}{space 3} .6426534
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}-.0245862{col 38}{space 2} .0470031{col 49}{space 1}   -0.52{col 58}{space 3}0.601{col 66}{space 4}-.1167105{col 79}{space 3} .0675382
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} .0257844{col 38}{space 2} .0383555{col 49}{space 1}    0.67{col 58}{space 3}0.501{col 66}{space 4}-.0493911{col 79}{space 3} .1009599
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0451248{col 38}{space 2} .0370953{col 49}{space 1}   -1.22{col 58}{space 3}0.224{col 66}{space 4}-.1178302{col 79}{space 3} .0275806
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}      2.28
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0013
{txt}{col 51}R-squared{col 67}= {res}    0.0281
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0036
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0108
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.2498

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          abstain{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0954408{col 47}{space 2} .0674762{col 58}{space 1}    1.41{col 67}{space 3}0.158{col 75}{space 4}-.0371066{col 88}{space 3} .2279881
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0067987{col 47}{space 2} .0674749{col 58}{space 1}    0.10{col 67}{space 3}0.920{col 75}{space 4}-.1257462{col 88}{space 3} .1393436
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0240301{col 47}{space 2} .0239244{col 58}{space 1}   -1.00{col 67}{space 3}0.316{col 75}{space 4}-.0710262{col 88}{space 3} .0229661
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0609102{col 47}{space 2} .0246709{col 58}{space 1}   -2.47{col 67}{space 3}0.014{col 75}{space 4}-.1093727{col 88}{space 3}-.0124476
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0277465{col 47}{space 2} .0138634{col 58}{space 1}    2.00{col 67}{space 3}0.046{col 75}{space 4} .0005138{col 88}{space 3} .0549792
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}-.0086317{col 47}{space 2} .0176505{col 58}{space 1}   -0.49{col 67}{space 3}0.625{col 75}{space 4}-.0433036{col 88}{space 3} .0260402
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0116549{col 47}{space 2} .0155706{col 58}{space 1}   -0.75{col 67}{space 3}0.454{col 75}{space 4}-.0422412{col 88}{space 3} .0189314
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0032694{col 47}{space 2} .0232798{col 58}{space 1}    0.14{col 67}{space 3}0.888{col 75}{space 4}-.0424605{col 88}{space 3} .0489994
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0080515{col 47}{space 2} .0092907{col 58}{space 1}    0.87{col 67}{space 3}0.387{col 75}{space 4}-.0101988{col 88}{space 3} .0263019
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000576{col 47}{space 2} .0000313{col 58}{space 1}   -1.84{col 67}{space 3}0.067{col 75}{space 4}-.0001192{col 88}{space 3} 3.96e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0008841{col 47}{space 2}  .009669{col 58}{space 1}   -0.09{col 67}{space 3}0.927{col 75}{space 4}-.0198775{col 88}{space 3} .0181093
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0505867{col 47}{space 2} .0227205{col 58}{space 1}    2.23{col 67}{space 3}0.026{col 75}{space 4} .0059555{col 88}{space 3} .0952179
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-3.44e-08{col 47}{space 2} 3.38e-08{col 58}{space 1}   -1.02{col 67}{space 3}0.309{col 75}{space 4}-1.01e-07{col 88}{space 3} 3.20e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-1.84e-08{col 47}{space 2} 3.60e-08{col 58}{space 1}   -0.51{col 67}{space 3}0.610{col 75}{space 4}-8.91e-08{col 88}{space 3} 5.24e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0006259{col 47}{space 2} .0003113{col 58}{space 1}   -2.01{col 67}{space 3}0.045{col 75}{space 4}-.0012374{col 88}{space 3}-.0000143
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000244{col 47}{space 2} .0001398{col 58}{space 1}    0.17{col 67}{space 3}0.861{col 75}{space 4}-.0002501{col 88}{space 3}  .000299
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0205446{col 47}{space 2} .0695298{col 58}{space 1}   -0.30{col 67}{space 3}0.768{col 75}{space 4} -.157126{col 88}{space 3} .1160368
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}  .038475{col 47}{space 2} .0747372{col 58}{space 1}    0.51{col 67}{space 3}0.607{col 75}{space 4}-.1083357{col 88}{space 3} .1852857
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0057794{col 47}{space 2} .0692017{col 58}{space 1}   -0.08{col 67}{space 3}0.933{col 75}{space 4}-.1417163{col 88}{space 3} .1301575
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0562063{col 47}{space 2} .0665377{col 58}{space 1}   -0.84{col 67}{space 3}0.399{col 75}{space 4}-.1869102{col 88}{space 3} .0744976
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} -.174432{col 47}{space 2} .4017396{col 58}{space 1}   -0.43{col 67}{space 3}0.664{col 75}{space 4}-.9635927{col 88}{space 3} .6147287
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0067987{col 38}{space 2} .0674749{col 49}{space 1}    0.10{col 58}{space 3}0.920{col 66}{space 4}-.1254497{col 79}{space 3}  .139047
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0010193{col 38}{space 2} .0319368{col 49}{space 1}    0.03{col 58}{space 3}0.975{col 66}{space 4}-.0615758{col 79}{space 3} .0636143
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0494076{col 38}{space 2} .0392455{col 49}{space 1}   -1.26{col 58}{space 3}0.208{col 66}{space 4}-.1263274{col 79}{space 3} .0275123
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}      3.20
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0632
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0404
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0167
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.3718

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                         protvote{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.1217222{col 47}{space 2} .0853544{col 58}{space 1}   -1.43{col 67}{space 3}0.154{col 75}{space 4}-.2893875{col 88}{space 3} .0459431
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1130286{col 47}{space 2} .0676491{col 58}{space 1}    1.67{col 67}{space 3}0.095{col 75}{space 4}-.0198574{col 88}{space 3} .2459147
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} -.042806{col 47}{space 2} .0263972{col 58}{space 1}   -1.62{col 67}{space 3}0.105{col 75}{space 4}-.0946591{col 88}{space 3}  .009047
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} -.095303{col 47}{space 2} .0278784{col 58}{space 1}   -3.42{col 67}{space 3}0.001{col 75}{space 4}-.1500657{col 88}{space 3}-.0405402
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0416322{col 47}{space 2} .0183684{col 58}{space 1}    2.27{col 67}{space 3}0.024{col 75}{space 4} .0055505{col 88}{space 3}  .077714
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0587778{col 47}{space 2} .0273278{col 58}{space 1}    2.15{col 67}{space 3}0.032{col 75}{space 4} .0050967{col 88}{space 3} .1124589
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0283628{col 47}{space 2} .0210628{col 58}{space 1}    1.35{col 67}{space 3}0.179{col 75}{space 4}-.0130117{col 88}{space 3} .0697374
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0368105{col 47}{space 2} .0313194{col 58}{space 1}   -1.18{col 67}{space 3}0.240{col 75}{space 4}-.0983325{col 88}{space 3} .0247116
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0031689{col 47}{space 2} .0137232{col 58}{space 1}    0.23{col 67}{space 3}0.817{col 75}{space 4}-.0237881{col 88}{space 3}  .030126
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0001083{col 47}{space 2} .0000452{col 58}{space 1}   -2.40{col 67}{space 3}0.017{col 75}{space 4}-.0001971{col 88}{space 3}-.0000195
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0471493{col 47}{space 2} .0135689{col 58}{space 1}   -3.47{col 67}{space 3}0.001{col 75}{space 4}-.0738033{col 88}{space 3}-.0204952
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0874708{col 47}{space 2}   .02985{col 58}{space 1}    2.93{col 67}{space 3}0.004{col 75}{space 4} .0288352{col 88}{space 3} .1461064
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-4.17e-08{col 47}{space 2} 5.17e-08{col 58}{space 1}   -0.81{col 67}{space 3}0.420{col 75}{space 4}-1.43e-07{col 88}{space 3} 5.99e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.35e-08{col 47}{space 2} 5.74e-08{col 58}{space 1}    0.41{col 67}{space 3}0.682{col 75}{space 4}-8.93e-08{col 88}{space 3} 1.36e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001547{col 47}{space 2} .0004292{col 58}{space 1}   -0.36{col 67}{space 3}0.719{col 75}{space 4}-.0009977{col 88}{space 3} .0006883
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000402{col 47}{space 2} .0002157{col 58}{space 1}    0.19{col 67}{space 3}0.852{col 75}{space 4}-.0003836{col 88}{space 3}  .000464
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0708413{col 47}{space 2} .0853038{col 58}{space 1}    0.83{col 67}{space 3}0.407{col 75}{space 4}-.0967246{col 88}{space 3} .2384073
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1690597{col 47}{space 2} .0859595{col 58}{space 1}    1.97{col 67}{space 3}0.050{col 75}{space 4} .0002058{col 88}{space 3} .3379136
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} -.114268{col 47}{space 2} .0828808{col 58}{space 1}   -1.38{col 67}{space 3}0.169{col 75}{space 4}-.2770742{col 88}{space 3} .0485383
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.1151663{col 47}{space 2} .0788478{col 58}{space 1}   -1.46{col 67}{space 3}0.145{col 75}{space 4}-.2700503{col 88}{space 3} .0397177
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .2517451{col 47}{space 2}  .596809{col 58}{space 1}    0.42{col 67}{space 3}0.673{col 75}{space 4}-.9205921{col 88}{space 3} 1.424082
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .1130286{col 38}{space 2} .0676491{col 49}{space 1}    1.67{col 58}{space 3}0.095{col 66}{space 4}-.0195613{col 79}{space 3} .2456185
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0012393{col 38}{space 2} .0567556{col 49}{space 1}   -0.02{col 58}{space 3}0.983{col 66}{space 4}-.1124784{col 79}{space 3} .1099997
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0021377{col 38}{space 2} .0600911{col 49}{space 1}   -0.04{col 58}{space 3}0.972{col 66}{space 4}-.1199142{col 79}{space 3} .1156387
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}      3.21
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0634
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0399
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0165
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.3710

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                         protvote{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0483384{col 47}{space 2} .0632951{col 58}{space 1}   -0.76{col 67}{space 3}0.445{col 75}{space 4}-.1726727{col 88}{space 3} .0759959
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0544873{col 47}{space 2} .0628636{col 58}{space 1}    0.87{col 67}{space 3}0.386{col 75}{space 4}-.0689994{col 88}{space 3}  .177974
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0155592{col 47}{space 2} .0288599{col 58}{space 1}    0.54{col 67}{space 3}0.590{col 75}{space 4}-.0411321{col 88}{space 3} .0722504
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0585369{col 47}{space 2} .0321415{col 58}{space 1}   -1.82{col 67}{space 3}0.069{col 75}{space 4}-.1216742{col 88}{space 3} .0046005
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0428077{col 47}{space 2} .0179368{col 58}{space 1}    2.39{col 67}{space 3}0.017{col 75}{space 4} .0075734{col 88}{space 3}  .078042
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0452236{col 47}{space 2} .0258386{col 58}{space 1}    1.75{col 67}{space 3}0.081{col 75}{space 4}-.0055326{col 88}{space 3} .0959798
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0221613{col 47}{space 2} .0214282{col 58}{space 1}    1.03{col 67}{space 3}0.302{col 75}{space 4}-.0199314{col 88}{space 3}  .064254
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0364136{col 47}{space 2} .0311143{col 58}{space 1}   -1.17{col 67}{space 3}0.242{col 75}{space 4}-.0975332{col 88}{space 3} .0247061
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}  .001042{col 47}{space 2} .0139692{col 58}{space 1}    0.07{col 67}{space 3}0.941{col 75}{space 4}-.0263987{col 88}{space 3} .0284826
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000875{col 47}{space 2} .0000473{col 58}{space 1}   -1.85{col 67}{space 3}0.065{col 75}{space 4}-.0001805{col 88}{space 3} 5.45e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0518483{col 47}{space 2} .0137238{col 58}{space 1}   -3.78{col 67}{space 3}0.000{col 75}{space 4}-.0788068{col 88}{space 3}-.0248898
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0780643{col 47}{space 2}  .029865{col 58}{space 1}    2.61{col 67}{space 3}0.009{col 75}{space 4} .0193986{col 88}{space 3} .1367299
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-2.97e-08{col 47}{space 2} 5.37e-08{col 58}{space 1}   -0.55{col 67}{space 3}0.581{col 75}{space 4}-1.35e-07{col 88}{space 3} 7.57e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.27e-08{col 47}{space 2} 5.76e-08{col 58}{space 1}    0.39{col 67}{space 3}0.694{col 75}{space 4}-9.05e-08{col 88}{space 3} 1.36e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0005637{col 47}{space 2} .0004444{col 58}{space 1}   -1.27{col 67}{space 3}0.205{col 75}{space 4}-.0014368{col 88}{space 3} .0003093
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000495{col 47}{space 2} .0002226{col 58}{space 1}    0.22{col 67}{space 3}0.824{col 75}{space 4}-.0003876{col 88}{space 3} .0004867
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0140551{col 47}{space 2} .0731344{col 58}{space 1}    0.19{col 67}{space 3}0.848{col 75}{space 4}-.1296071{col 88}{space 3} .1577173
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1614855{col 47}{space 2} .0883285{col 58}{space 1}    1.83{col 67}{space 3}0.068{col 75}{space 4}-.0120232{col 88}{space 3} .3349943
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .015047{col 47}{space 2} .0709576{col 58}{space 1}    0.21{col 67}{space 3}0.832{col 75}{space 4}-.1243393{col 88}{space 3} .1544332
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0729257{col 47}{space 2} .0896573{col 58}{space 1}   -0.81{col 67}{space 3}0.416{col 75}{space 4}-.2490448{col 88}{space 3} .1031934
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .2759546{col 47}{space 2} .6041139{col 58}{space 1}    0.46{col 67}{space 3}0.648{col 75}{space 4}-.9107417{col 88}{space 3} 1.462651
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0544873{col 38}{space 2} .0628636{col 49}{space 1}    0.87{col 58}{space 3}0.386{col 66}{space 4}-.0687232{col 79}{space 3} .1776978
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0695343{col 38}{space 2} .0501532{col 49}{space 1}    1.39{col 58}{space 3}0.166{col 66}{space 4}-.0287643{col 79}{space 3} .1678328
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0184384{col 38}{space 2} .0654247{col 49}{space 1}   -0.28{col 58}{space 3}0.778{col 66}{space 4}-.1466683{col 79}{space 3} .1097916
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}     23.07
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1277
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1065
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0930
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.4582

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                         petition{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.3574138{col 47}{space 2} .1014617{col 58}{space 1}   -3.52{col 67}{space 3}0.000{col 75}{space 4}-.5567194{col 88}{space 3}-.1581083
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0478971{col 47}{space 2} .0832113{col 58}{space 1}   -0.58{col 67}{space 3}0.565{col 75}{space 4}-.2113526{col 88}{space 3} .1155584
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}   .14741{col 47}{space 2}  .031362{col 58}{space 1}    4.70{col 67}{space 3}0.000{col 75}{space 4} .0858042{col 88}{space 3} .2090158
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .2080101{col 47}{space 2} .0362666{col 58}{space 1}    5.74{col 67}{space 3}0.000{col 75}{space 4} .1367702{col 88}{space 3} .2792501
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0503928{col 47}{space 2} .0218638{col 58}{space 1}    2.30{col 67}{space 3}0.022{col 75}{space 4} .0074448{col 88}{space 3} .0933408
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .1259572{col 47}{space 2} .0319941{col 58}{space 1}    3.94{col 67}{space 3}0.000{col 75}{space 4} .0631097{col 88}{space 3} .1888047
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0743044{col 47}{space 2} .0281268{col 58}{space 1}    2.64{col 67}{space 3}0.008{col 75}{space 4} .0190539{col 88}{space 3}  .129555
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .055565{col 47}{space 2} .0414892{col 58}{space 1}    1.34{col 67}{space 3}0.181{col 75}{space 4} -.025934{col 88}{space 3} .1370639
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0267709{col 47}{space 2} .0178387{col 58}{space 1}    1.50{col 67}{space 3}0.134{col 75}{space 4}-.0082704{col 88}{space 3} .0618122
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000835{col 47}{space 2} .0000621{col 58}{space 1}   -1.35{col 67}{space 3}0.179{col 75}{space 4}-.0002055{col 88}{space 3} .0000385
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2} .0240909{col 47}{space 2} .0159884{col 58}{space 1}    1.51{col 67}{space 3}0.132{col 75}{space 4}-.0073158{col 88}{space 3} .0554975
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1737094{col 47}{space 2}   .05042{col 58}{space 1}    3.45{col 67}{space 3}0.001{col 75}{space 4} .0746674{col 88}{space 3} .2727515
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-2.11e-07{col 47}{space 2} 6.57e-08{col 58}{space 1}   -3.22{col 67}{space 3}0.001{col 75}{space 4}-3.40e-07{col 88}{space 3}-8.24e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.78e-09{col 47}{space 2} 7.62e-08{col 58}{space 1}    0.10{col 67}{space 3}0.919{col 75}{space 4}-1.42e-07{col 88}{space 3} 1.57e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0001289{col 47}{space 2} .0005471{col 58}{space 1}    0.24{col 67}{space 3}0.814{col 75}{space 4}-.0009458{col 88}{space 3} .0012037
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000476{col 47}{space 2} .0002837{col 58}{space 1}    0.17{col 67}{space 3}0.867{col 75}{space 4}-.0005098{col 88}{space 3}  .000605
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .1203463{col 47}{space 2} .1049569{col 58}{space 1}    1.15{col 67}{space 3}0.252{col 75}{space 4} -.085825{col 88}{space 3} .3265176
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .2807011{col 47}{space 2} .1071104{col 58}{space 1}    2.62{col 67}{space 3}0.009{col 75}{space 4} .0702996{col 88}{space 3} .4911027
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0333019{col 47}{space 2} .0959519{col 58}{space 1}   -0.35{col 67}{space 3}0.729{col 75}{space 4}-.2217843{col 88}{space 3} .1551806
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0101793{col 47}{space 2} .0913579{col 58}{space 1}    0.11{col 67}{space 3}0.911{col 75}{space 4}-.1692789{col 88}{space 3} .1896376
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.6908322{col 47}{space 2} .7729861{col 58}{space 1}   -0.89{col 67}{space 3}0.372{col 75}{space 4}-2.209242{col 88}{space 3} .8275772
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}-.0478971{col 38}{space 2} .0832113{col 49}{space 1}   -0.58{col 58}{space 3}0.565{col 66}{space 4}-.2109883{col 79}{space 3} .1151941
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0811989{col 38}{space 2} .0691249{col 49}{space 1}   -1.17{col 58}{space 3}0.240{col 66}{space 4}-.2166813{col 79}{space 3} .0542834
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0377178{col 38}{space 2} .0704236{col 49}{space 1}   -0.54{col 58}{space 3}0.592{col 66}{space 4}-.1757455{col 79}{space 3}   .10031
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     18.33
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1120
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0897
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0754
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.4626

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                         petition{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} -.129333{col 47}{space 2} .1217073{col 58}{space 1}   -1.06{col 67}{space 3}0.288{col 75}{space 4}-.3684097{col 88}{space 3} .1097438
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1764687{col 47}{space 2} .1036642{col 58}{space 1}    1.70{col 67}{space 3}0.089{col 75}{space 4} -.027165{col 88}{space 3} .3801024
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0741094{col 47}{space 2} .0413943{col 58}{space 1}    1.79{col 67}{space 3}0.074{col 75}{space 4}-.0072038{col 88}{space 3} .1554225
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1481568{col 47}{space 2}   .04662{col 58}{space 1}    3.18{col 67}{space 3}0.002{col 75}{space 4} .0565785{col 88}{space 3} .2397352
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0932431{col 47}{space 2} .0227646{col 58}{space 1}    4.10{col 67}{space 3}0.000{col 75}{space 4} .0485251{col 88}{space 3}  .137961
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .1955851{col 47}{space 2} .0324201{col 58}{space 1}    6.03{col 67}{space 3}0.000{col 75}{space 4} .1319003{col 88}{space 3} .2592699
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0863457{col 47}{space 2} .0299804{col 58}{space 1}    2.88{col 67}{space 3}0.004{col 75}{space 4} .0274535{col 88}{space 3} .1452379
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0640735{col 47}{space 2} .0423512{col 58}{space 1}    1.51{col 67}{space 3}0.131{col 75}{space 4}-.0191193{col 88}{space 3} .1472664
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0168995{col 47}{space 2} .0188061{col 58}{space 1}    0.90{col 67}{space 3}0.369{col 75}{space 4}-.0200424{col 88}{space 3} .0538414
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000378{col 47}{space 2} .0000642{col 58}{space 1}   -0.59{col 67}{space 3}0.556{col 75}{space 4}-.0001639{col 88}{space 3} .0000882
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2} .0389923{col 47}{space 2} .0166301{col 58}{space 1}    2.34{col 67}{space 3}0.019{col 75}{space 4} .0063248{col 88}{space 3} .0716598
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .2066827{col 47}{space 2} .0506205{col 58}{space 1}    4.08{col 67}{space 3}0.000{col 75}{space 4} .1072459{col 88}{space 3} .3061196
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-2.40e-07{col 47}{space 2} 6.79e-08{col 58}{space 1}   -3.54{col 67}{space 3}0.000{col 75}{space 4}-3.73e-07{col 88}{space 3}-1.07e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 4.00e-09{col 47}{space 2} 7.81e-08{col 58}{space 1}    0.05{col 67}{space 3}0.959{col 75}{space 4}-1.49e-07{col 88}{space 3} 1.57e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0002155{col 47}{space 2}  .000572{col 58}{space 1}    0.38{col 67}{space 3}0.706{col 75}{space 4}-.0009081{col 88}{space 3} .0013391
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000891{col 47}{space 2} .0002877{col 58}{space 1}    0.31{col 67}{space 3}0.757{col 75}{space 4} -.000476{col 88}{space 3} .0006543
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} -.122982{col 47}{space 2}  .114043{col 58}{space 1}   -1.08{col 67}{space 3}0.281{col 75}{space 4}-.3470033{col 88}{space 3} .1010393
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0613215{col 47}{space 2} .1373232{col 58}{space 1}    0.45{col 67}{space 3}0.655{col 75}{space 4}-.2084306{col 88}{space 3} .3310735
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1965101{col 47}{space 2} .1162847{col 58}{space 1}   -1.69{col 67}{space 3}0.092{col 75}{space 4}-.4249349{col 88}{space 3} .0319147
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.4469852{col 47}{space 2} .1160742{col 58}{space 1}   -3.85{col 67}{space 3}0.000{col 75}{space 4}-.6749965{col 88}{space 3} -.218974
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.3870286{col 47}{space 2} .8091049{col 58}{space 1}   -0.48{col 67}{space 3}0.633{col 75}{space 4}-1.976401{col 88}{space 3} 1.202344
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1764687{col 38}{space 2} .1036642{col 49}{space 1}    1.70{col 58}{space 3}0.089{col 66}{space 4}-.0267094{col 79}{space 3} .3796469
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0200414{col 38}{space 2} .0622504{col 49}{space 1}   -0.32{col 58}{space 3}0.747{col 66}{space 4}-.1420498{col 79}{space 3} .1019671
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.2705165{col 38}{space 2} .0753572{col 49}{space 1}   -3.59{col 58}{space 3}0.000{col 66}{space 4}-.4182139{col 79}{space 3} -.122819
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,345
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}     27.18
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1439
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1229
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1243
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.2956

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                     peactgrp_rev{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}  .045049{col 47}{space 2} .0737139{col 58}{space 1}    0.61{col 67}{space 3}0.541{col 75}{space 4}-.0997503{col 88}{space 3} .1898483
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0413392{col 47}{space 2} .0602873{col 58}{space 1}    0.69{col 67}{space 3}0.493{col 75}{space 4}-.0770858{col 88}{space 3} .1597642
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .108163{col 47}{space 2} .0193134{col 58}{space 1}    5.60{col 67}{space 3}0.000{col 75}{space 4} .0702248{col 88}{space 3} .1461011
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1883406{col 47}{space 2} .0234525{col 58}{space 1}    8.03{col 67}{space 3}0.000{col 75}{space 4} .1422718{col 88}{space 3} .2344094
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0230503{col 47}{space 2}   .01446{col 58}{space 1}    1.59{col 67}{space 3}0.112{col 75}{space 4}-.0053541{col 88}{space 3} .0514547
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0259042{col 47}{space 2} .0217613{col 58}{space 1}    1.19{col 67}{space 3}0.234{col 75}{space 4}-.0168423{col 88}{space 3} .0686508
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0489308{col 47}{space 2} .0177171{col 58}{space 1}    2.76{col 67}{space 3}0.006{col 75}{space 4} .0141284{col 88}{space 3} .0837332
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .084432{col 47}{space 2} .0263902{col 58}{space 1}    3.20{col 67}{space 3}0.001{col 75}{space 4} .0325927{col 88}{space 3} .1362713
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0021128{col 47}{space 2}  .010391{col 58}{space 1}   -0.20{col 67}{space 3}0.839{col 75}{space 4}-.0225243{col 88}{space 3} .0182986
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000861{col 47}{space 2} .0000393{col 58}{space 1}   -2.19{col 67}{space 3}0.029{col 75}{space 4}-.0001632{col 88}{space 3}-8.94e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1153794{col 47}{space 2} .0105207{col 58}{space 1}  -10.97{col 67}{space 3}0.000{col 75}{space 4}-.1360457{col 88}{space 3}-.0947131
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0721385{col 47}{space 2} .0383281{col 58}{space 1}    1.88{col 67}{space 3}0.060{col 75}{space 4} -.003151{col 88}{space 3}  .147428
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 4.47e-08{col 47}{space 2} 4.54e-08{col 58}{space 1}    0.98{col 67}{space 3}0.325{col 75}{space 4}-4.45e-08{col 88}{space 3} 1.34e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.60e-07{col 47}{space 2} 4.76e-08{col 58}{space 1}    3.36{col 67}{space 3}0.001{col 75}{space 4} 6.62e-08{col 88}{space 3} 2.53e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0003443{col 47}{space 2} .0004099{col 58}{space 1}   -0.84{col 67}{space 3}0.401{col 75}{space 4}-.0011495{col 88}{space 3} .0004609
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001335{col 47}{space 2} .0001991{col 58}{space 1}   -0.67{col 67}{space 3}0.503{col 75}{space 4}-.0005246{col 88}{space 3} .0002576
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0324505{col 47}{space 2} .0692115{col 58}{space 1}   -0.47{col 67}{space 3}0.639{col 75}{space 4}-.1684057{col 88}{space 3} .1035046
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0396263{col 47}{space 2} .0747725{col 58}{space 1}    0.53{col 67}{space 3}0.596{col 75}{space 4}-.1072525{col 88}{space 3} .1865051
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0953604{col 47}{space 2} .0656096{col 58}{space 1}   -1.45{col 67}{space 3}0.147{col 75}{space 4}-.2242401{col 88}{space 3} .0335194
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0544631{col 47}{space 2} .0686586{col 58}{space 1}   -0.79{col 67}{space 3}0.428{col 75}{space 4}-.1893321{col 88}{space 3} .0804058
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5368138{col 47}{space 2} .4514452{col 58}{space 1}    1.19{col 67}{space 3}0.235{col 75}{space 4}-.3499792{col 88}{space 3} 1.423607
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,345}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0413392{col 38}{space 2} .0602873{col 49}{space 1}    0.69{col 58}{space 3}0.493{col 66}{space 4}-.0768218{col 79}{space 3} .1595002
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0540212{col 38}{space 2} .0478126{col 49}{space 1}   -1.13{col 58}{space 3}0.259{col 66}{space 4}-.1477321{col 79}{space 3} .0396898
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0131239{col 38}{space 2} .0491143{col 49}{space 1}   -0.27{col 58}{space 3}0.789{col 66}{space 4}-.1093861{col 79}{space 3} .0831383
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,234
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     26.50
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1419
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1201
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1201
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.2966

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                     peactgrp_rev{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0257677{col 47}{space 2} .0858718{col 58}{space 1}    0.30{col 67}{space 3}0.764{col 75}{space 4}-.1429152{col 88}{space 3} .1944506
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .2440712{col 47}{space 2} .0647501{col 58}{space 1}    3.77{col 67}{space 3}0.000{col 75}{space 4} .1168788{col 88}{space 3} .3712637
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .013032{col 47}{space 2} .0273043{col 58}{space 1}    0.48{col 67}{space 3}0.633{col 75}{space 4}-.0406036{col 88}{space 3} .0666675
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1333693{col 47}{space 2} .0292517{col 58}{space 1}    4.56{col 67}{space 3}0.000{col 75}{space 4} .0759085{col 88}{space 3} .1908302
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0392305{col 47}{space 2} .0143102{col 58}{space 1}    2.74{col 67}{space 3}0.006{col 75}{space 4} .0111201{col 88}{space 3} .0673409
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0497489{col 47}{space 2} .0218909{col 58}{space 1}    2.27{col 67}{space 3}0.023{col 75}{space 4} .0067473{col 88}{space 3} .0927505
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0574597{col 47}{space 2} .0184465{col 58}{space 1}    3.11{col 67}{space 3}0.002{col 75}{space 4} .0212242{col 88}{space 3} .0936951
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0973504{col 47}{space 2} .0268519{col 58}{space 1}    3.63{col 67}{space 3}0.000{col 75}{space 4} .0446035{col 88}{space 3} .1500972
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0050772{col 47}{space 2} .0106782{col 58}{space 1}   -0.48{col 67}{space 3}0.635{col 75}{space 4} -.026053{col 88}{space 3} .0158986
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000466{col 47}{space 2} .0000409{col 58}{space 1}   -1.14{col 67}{space 3}0.255{col 75}{space 4}-.0001271{col 88}{space 3} .0000338
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1032053{col 47}{space 2} .0107189{col 58}{space 1}   -9.63{col 67}{space 3}0.000{col 75}{space 4}-.1242611{col 88}{space 3}-.0821495
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0909851{col 47}{space 2} .0359337{col 58}{space 1}    2.53{col 67}{space 3}0.012{col 75}{space 4} .0203984{col 88}{space 3} .1615718
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 1.69e-08{col 47}{space 2} 4.64e-08{col 58}{space 1}    0.36{col 67}{space 3}0.716{col 75}{space 4}-7.42e-08{col 88}{space 3} 1.08e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.56e-07{col 47}{space 2} 4.96e-08{col 58}{space 1}    3.14{col 67}{space 3}0.002{col 75}{space 4} 5.84e-08{col 88}{space 3} 2.53e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0002877{col 47}{space 2}  .000408{col 58}{space 1}   -0.71{col 67}{space 3}0.481{col 75}{space 4}-.0010891{col 88}{space 3} .0005138
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000103{col 47}{space 2} .0001978{col 58}{space 1}   -0.05{col 67}{space 3}0.959{col 75}{space 4}-.0003988{col 88}{space 3} .0003783
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0184751{col 47}{space 2} .0867479{col 58}{space 1}    0.21{col 67}{space 3}0.831{col 75}{space 4}-.1519289{col 88}{space 3} .1888792
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1265464{col 47}{space 2} .0910646{col 58}{space 1}    1.39{col 67}{space 3}0.165{col 75}{space 4}-.0523371{col 88}{space 3} .3054299
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.3095831{col 47}{space 2} .0727068{col 58}{space 1}   -4.26{col 67}{space 3}0.000{col 75}{space 4}-.4524054{col 88}{space 3}-.1667608
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.3235064{col 47}{space 2} .0733724{col 58}{space 1}   -4.41{col 67}{space 3}0.000{col 75}{space 4}-.4676362{col 88}{space 3}-.1793766
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5965831{col 47}{space 2} .4620163{col 58}{space 1}    1.29{col 67}{space 3}0.197{col 75}{space 4}-.3109826{col 88}{space 3} 1.504149
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,234}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .2440712{col 38}{space 2} .0647501{col 49}{space 1}    3.77{col 58}{space 3}0.000{col 66}{space 4} .1171633{col 79}{space 3} .3709791
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0655119{col 38}{space 2} .0455662{col 49}{space 1}   -1.44{col 58}{space 3}0.151{col 66}{space 4}-.1548199{col 79}{space 3} .0237962
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0794352{col 38}{space 2} .0534215{col 49}{space 1}   -1.49{col 58}{space 3}0.137{col 66}{space 4}-.1841394{col 79}{space 3}  .025269
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,363
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    542{txt}){col 67}= {res}     31.76
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1758
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1557
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1506
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       543{txt}{col 51}Root MSE{col 67}= {res}    0.2812

{txt}{ralign 99:(Std. err. adjusted for {res:543} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                         pecomplx{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.1158585{col 47}{space 2} .0695352{col 58}{space 1}   -1.67{col 67}{space 3}0.096{col 75}{space 4}  -.25245{col 88}{space 3}  .020733
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0004891{col 47}{space 2} .0544158{col 58}{space 1}   -0.01{col 67}{space 3}0.993{col 75}{space 4}-.1073809{col 88}{space 3} .1064026
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0743146{col 47}{space 2} .0202179{col 58}{space 1}    3.68{col 67}{space 3}0.000{col 75}{space 4} .0345996{col 88}{space 3} .1140297
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .2235253{col 47}{space 2} .0208182{col 58}{space 1}   10.74{col 67}{space 3}0.000{col 75}{space 4} .1826311{col 88}{space 3} .2644194
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .016802{col 47}{space 2} .0137792{col 58}{space 1}    1.22{col 67}{space 3}0.223{col 75}{space 4}-.0102651{col 88}{space 3} .0438691
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0526549{col 47}{space 2} .0198254{col 58}{space 1}    2.66{col 67}{space 3}0.008{col 75}{space 4} .0137108{col 88}{space 3}  .091599
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0620455{col 47}{space 2} .0173805{col 58}{space 1}    3.57{col 67}{space 3}0.000{col 75}{space 4} .0279042{col 88}{space 3} .0961869
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0743732{col 47}{space 2} .0240477{col 58}{space 1}    3.09{col 67}{space 3}0.002{col 75}{space 4} .0271352{col 88}{space 3} .1216112
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0016209{col 47}{space 2} .0101702{col 58}{space 1}   -0.16{col 67}{space 3}0.873{col 75}{space 4}-.0215988{col 88}{space 3}  .018357
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000142{col 47}{space 2} .0000377{col 58}{space 1}   -0.38{col 67}{space 3}0.707{col 75}{space 4}-.0000882{col 88}{space 3} .0000598
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1032077{col 47}{space 2} .0097199{col 58}{space 1}  -10.62{col 67}{space 3}0.000{col 75}{space 4}-.1223009{col 88}{space 3}-.0841145
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0891333{col 47}{space 2} .0397269{col 58}{space 1}    2.24{col 67}{space 3}0.025{col 75}{space 4} .0110957{col 88}{space 3} .1671709
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 1.52e-08{col 47}{space 2} 4.21e-08{col 58}{space 1}    0.36{col 67}{space 3}0.719{col 75}{space 4}-6.75e-08{col 88}{space 3} 9.78e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.63e-08{col 47}{space 2} 4.90e-08{col 58}{space 1}    0.74{col 67}{space 3}0.460{col 75}{space 4}-6.00e-08{col 88}{space 3} 1.33e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0001308{col 47}{space 2} .0003581{col 58}{space 1}    0.37{col 67}{space 3}0.715{col 75}{space 4}-.0005727{col 88}{space 3} .0008344
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000877{col 47}{space 2} .0001711{col 58}{space 1}   -0.51{col 67}{space 3}0.609{col 75}{space 4}-.0004237{col 88}{space 3} .0002484
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .1365591{col 47}{space 2} .0718634{col 58}{space 1}    1.90{col 67}{space 3}0.058{col 75}{space 4}-.0046059{col 88}{space 3} .2777241
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}  .018904{col 47}{space 2} .0695801{col 58}{space 1}    0.27{col 67}{space 3}0.786{col 75}{space 4}-.1177758{col 88}{space 3} .1555837
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.1088729{col 47}{space 2}  .064985{col 58}{space 1}   -1.68{col 67}{space 3}0.094{col 75}{space 4}-.2365262{col 88}{space 3} .0187805
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0119188{col 47}{space 2} .0647673{col 58}{space 1}   -0.18{col 67}{space 3}0.854{col 75}{space 4}-.1391444{col 88}{space 3} .1153068
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5077128{col 47}{space 2} .4376131{col 58}{space 1}    1.16{col 67}{space 3}0.246{col 75}{space 4}-.3519127{col 88}{space 3} 1.367338
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,363}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}-.0004891{col 38}{space 2} .0544158{col 49}{space 1}   -0.01{col 58}{space 3}0.993{col 66}{space 4}-.1071422{col 79}{space 3} .1061639
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} -.109362{col 38}{space 2} .0436386{col 49}{space 1}   -2.51{col 58}{space 3}0.012{col 66}{space 4} -.194892{col 79}{space 3} -.023832
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0124079{col 38}{space 2} .0456935{col 49}{space 1}   -0.27{col 58}{space 3}0.786{col 66}{space 4}-.1019655{col 79}{space 3} .0771496
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,254
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     23.95
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1501
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1286
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1247
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.2866

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                         pecomplx{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0575816{col 47}{space 2} .0594142{col 58}{space 1}   -0.97{col 67}{space 3}0.333{col 75}{space 4}-.1742923{col 88}{space 3} .0591291
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}  .081881{col 47}{space 2} .0690909{col 58}{space 1}    1.19{col 67}{space 3}0.236{col 75}{space 4}-.0538383{col 88}{space 3} .2176004
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0298661{col 47}{space 2} .0234772{col 58}{space 1}    1.27{col 67}{space 3}0.204{col 75}{space 4}-.0162516{col 88}{space 3} .0759837
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1733427{col 47}{space 2} .0286361{col 58}{space 1}    6.05{col 67}{space 3}0.000{col 75}{space 4}  .117091{col 88}{space 3} .2295943
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0433128{col 47}{space 2} .0138727{col 58}{space 1}    3.12{col 67}{space 3}0.002{col 75}{space 4} .0160619{col 88}{space 3} .0705637
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0977437{col 47}{space 2} .0204869{col 58}{space 1}    4.77{col 67}{space 3}0.000{col 75}{space 4} .0575001{col 88}{space 3} .1379873
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0729638{col 47}{space 2} .0178344{col 58}{space 1}    4.09{col 67}{space 3}0.000{col 75}{space 4} .0379307{col 88}{space 3} .1079969
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0868017{col 47}{space 2} .0246338{col 58}{space 1}    3.52{col 67}{space 3}0.000{col 75}{space 4} .0384121{col 88}{space 3} .1351914
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0060316{col 47}{space 2} .0106264{col 58}{space 1}   -0.57{col 67}{space 3}0.571{col 75}{space 4}-.0269057{col 88}{space 3} .0148425
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}  .000028{col 47}{space 2} .0000412{col 58}{space 1}    0.68{col 67}{space 3}0.498{col 75}{space 4} -.000053{col 88}{space 3} .0001089
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0915248{col 47}{space 2} .0100081{col 58}{space 1}   -9.15{col 67}{space 3}0.000{col 75}{space 4}-.1111843{col 88}{space 3}-.0718653
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0990364{col 47}{space 2} .0396702{col 58}{space 1}    2.50{col 67}{space 3}0.013{col 75}{space 4} .0211098{col 88}{space 3} .1769629
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-1.98e-08{col 47}{space 2} 4.33e-08{col 58}{space 1}   -0.46{col 67}{space 3}0.647{col 75}{space 4}-1.05e-07{col 88}{space 3} 6.52e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.34e-08{col 47}{space 2} 5.25e-08{col 58}{space 1}    1.02{col 67}{space 3}0.310{col 75}{space 4}-4.98e-08{col 88}{space 3} 1.57e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0002473{col 47}{space 2} .0003667{col 58}{space 1}    0.67{col 67}{space 3}0.500{col 75}{space 4}-.0004731{col 88}{space 3} .0009677
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000201{col 47}{space 2}  .000178{col 58}{space 1}   -0.11{col 67}{space 3}0.910{col 75}{space 4}-.0003697{col 88}{space 3} .0003295
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0292963{col 47}{space 2} .0602062{col 58}{space 1}    0.49{col 67}{space 3}0.627{col 75}{space 4}-.0889702{col 88}{space 3} .1475628
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0034279{col 47}{space 2} .0740912{col 58}{space 1}    0.05{col 67}{space 3}0.963{col 75}{space 4}-.1421139{col 88}{space 3} .1489697
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1439337{col 47}{space 2} .0763478{col 58}{space 1}   -1.89{col 67}{space 3}0.060{col 75}{space 4}-.2939082{col 88}{space 3} .0060408
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1857127{col 47}{space 2} .0839782{col 58}{space 1}   -2.21{col 67}{space 3}0.027{col 75}{space 4}-.3506761{col 88}{space 3}-.0207494
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .6083321{col 47}{space 2} .4510896{col 58}{space 1}    1.35{col 67}{space 3}0.178{col 75}{space 4}-.2777697{col 88}{space 3} 1.494434
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,254}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2}  .081881{col 38}{space 2} .0690909{col 49}{space 1}    1.19{col 58}{space 3}0.236{col 66}{space 4}-.0535347{col 79}{space 3} .2172967
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0620527{col 38}{space 2} .0402859{col 49}{space 1}   -1.54{col 58}{space 3}0.123{col 66}{space 4}-.1410116{col 79}{space 3} .0169063
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.1038317{col 38}{space 2} .0527988{col 49}{space 1}   -1.97{col 58}{space 3}0.049{col 66}{space 4}-.2073155{col 79}{space 3}-.0003479
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,368
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}     29.75
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1924
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1728
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1483
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.2656

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          peknowl{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.1485209{col 47}{space 2} .0709087{col 58}{space 1}   -2.09{col 67}{space 3}0.037{col 75}{space 4}-.2878098{col 88}{space 3}-.0092319
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0271811{col 47}{space 2}  .054689{col 58}{space 1}    0.50{col 67}{space 3}0.619{col 75}{space 4}-.0802469{col 88}{space 3}  .134609
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0552567{col 47}{space 2} .0211791{col 58}{space 1}    2.61{col 67}{space 3}0.009{col 75}{space 4} .0136536{col 88}{space 3} .0968598
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1582056{col 47}{space 2} .0223974{col 58}{space 1}    7.06{col 67}{space 3}0.000{col 75}{space 4} .1142095{col 88}{space 3} .2022017
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0166559{col 47}{space 2} .0126109{col 58}{space 1}    1.32{col 67}{space 3}0.187{col 75}{space 4}-.0081161{col 88}{space 3}  .041428
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0234501{col 47}{space 2}  .020498{col 58}{space 1}    1.14{col 67}{space 3}0.253{col 75}{space 4}-.0168149{col 88}{space 3} .0637151
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0672279{col 47}{space 2} .0163035{col 58}{space 1}    4.12{col 67}{space 3}0.000{col 75}{space 4} .0352023{col 88}{space 3} .0992534
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0846347{col 47}{space 2} .0231629{col 58}{space 1}    3.65{col 67}{space 3}0.000{col 75}{space 4} .0391348{col 88}{space 3} .1301347
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0008929{col 47}{space 2} .0097345{col 58}{space 1}    0.09{col 67}{space 3}0.927{col 75}{space 4}-.0182291{col 88}{space 3} .0200149
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000361{col 47}{space 2} .0000347{col 58}{space 1}   -1.04{col 67}{space 3}0.298{col 75}{space 4}-.0001041{col 88}{space 3}  .000032
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1396139{col 47}{space 2}  .008968{col 58}{space 1}  -15.57{col 67}{space 3}0.000{col 75}{space 4}  -.15723{col 88}{space 3}-.1219977
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1101025{col 47}{space 2}  .034382{col 58}{space 1}    3.20{col 67}{space 3}0.001{col 75}{space 4} .0425644{col 88}{space 3} .1776405
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-3.44e-08{col 47}{space 2} 3.94e-08{col 58}{space 1}   -0.87{col 67}{space 3}0.384{col 75}{space 4}-1.12e-07{col 88}{space 3} 4.31e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 4.27e-08{col 47}{space 2} 4.66e-08{col 58}{space 1}    0.92{col 67}{space 3}0.360{col 75}{space 4}-4.88e-08{col 88}{space 3} 1.34e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} -.000028{col 47}{space 2} .0003382{col 58}{space 1}   -0.08{col 67}{space 3}0.934{col 75}{space 4}-.0006923{col 88}{space 3} .0006363
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0003003{col 47}{space 2} .0001742{col 58}{space 1}   -1.72{col 67}{space 3}0.085{col 75}{space 4}-.0006425{col 88}{space 3} .0000419
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .1788742{col 47}{space 2} .0697868{col 58}{space 1}    2.56{col 67}{space 3}0.011{col 75}{space 4}  .041789{col 88}{space 3} .3159594
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0911679{col 47}{space 2}  .072097{col 58}{space 1}    1.26{col 67}{space 3}0.207{col 75}{space 4}-.0504552{col 88}{space 3}  .232791
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0672945{col 47}{space 2} .0576594{col 58}{space 1}   -1.17{col 67}{space 3}0.244{col 75}{space 4}-.1805572{col 88}{space 3} .0459682
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0043493{col 47}{space 2} .0639252{col 58}{space 1}    0.07{col 67}{space 3}0.946{col 75}{space 4}-.1212216{col 88}{space 3} .1299202
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5210078{col 47}{space 2} .4206319{col 58}{space 1}    1.24{col 67}{space 3}0.216{col 75}{space 4}-.3052573{col 88}{space 3} 1.347273
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,368}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0271811{col 38}{space 2}  .054689{col 49}{space 1}    0.50{col 58}{space 3}0.619{col 66}{space 4}-.0800074{col 79}{space 3} .1343696
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0401135{col 38}{space 2} .0405276{col 49}{space 1}   -0.99{col 58}{space 3}0.322{col 66}{space 4}-.1195462{col 79}{space 3} .0393193
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0315304{col 38}{space 2} .0433155{col 49}{space 1}    0.73{col 58}{space 3}0.467{col 66}{space 4}-.0533665{col 79}{space 3} .1164273
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,257
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     25.10
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1769
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1561
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1305
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.2692

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          peknowl{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0622917{col 47}{space 2} .0714295{col 58}{space 1}   -0.87{col 67}{space 3}0.384{col 75}{space 4}-.2026049{col 88}{space 3} .0780215
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .2314797{col 47}{space 2} .0637796{col 58}{space 1}    3.63{col 67}{space 3}0.000{col 75}{space 4} .1061936{col 88}{space 3} .3567658
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0349161{col 47}{space 2} .0266626{col 58}{space 1}    1.31{col 67}{space 3}0.191{col 75}{space 4}-.0174587{col 88}{space 3}  .087291
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1239292{col 47}{space 2} .0279288{col 58}{space 1}    4.44{col 67}{space 3}0.000{col 75}{space 4}  .069067{col 88}{space 3} .1787913
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0387055{col 47}{space 2} .0127285{col 58}{space 1}    3.04{col 67}{space 3}0.002{col 75}{space 4} .0137021{col 88}{space 3} .0637089
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0572194{col 47}{space 2} .0210179{col 58}{space 1}    2.72{col 67}{space 3}0.007{col 75}{space 4} .0159326{col 88}{space 3} .0985062
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0782836{col 47}{space 2} .0175831{col 58}{space 1}    4.45{col 67}{space 3}0.000{col 75}{space 4} .0437441{col 88}{space 3} .1128231
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .1044546{col 47}{space 2} .0242789{col 58}{space 1}    4.30{col 67}{space 3}0.000{col 75}{space 4} .0567622{col 88}{space 3} .1521469
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0004572{col 47}{space 2} .0099286{col 58}{space 1}   -0.05{col 67}{space 3}0.963{col 75}{space 4}-.0199606{col 88}{space 3} .0190462
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-4.58e-06{col 47}{space 2} .0000369{col 58}{space 1}   -0.12{col 67}{space 3}0.901{col 75}{space 4}-.0000771{col 88}{space 3} .0000679
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1306648{col 47}{space 2} .0093275{col 58}{space 1}  -14.01{col 67}{space 3}0.000{col 75}{space 4}-.1489874{col 88}{space 3}-.1123422
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1212771{col 47}{space 2} .0369479{col 58}{space 1}    3.28{col 67}{space 3}0.001{col 75}{space 4} .0486982{col 88}{space 3} .1938561
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-5.99e-08{col 47}{space 2} 4.08e-08{col 58}{space 1}   -1.47{col 67}{space 3}0.142{col 75}{space 4}-1.40e-07{col 88}{space 3} 2.02e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 4.84e-08{col 47}{space 2} 4.92e-08{col 58}{space 1}    0.98{col 67}{space 3}0.325{col 75}{space 4}-4.82e-08{col 88}{space 3} 1.45e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0000159{col 47}{space 2}  .000355{col 58}{space 1}   -0.04{col 67}{space 3}0.964{col 75}{space 4}-.0007132{col 88}{space 3} .0006813
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001754{col 47}{space 2} .0001806{col 58}{space 1}   -0.97{col 67}{space 3}0.332{col 75}{space 4}-.0005301{col 88}{space 3} .0001793
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0543876{col 47}{space 2} .0721374{col 58}{space 1}    0.75{col 67}{space 3}0.451{col 75}{space 4}-.0873161{col 88}{space 3} .1960913
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0387383{col 47}{space 2} .0784303{col 58}{space 1}    0.49{col 67}{space 3}0.622{col 75}{space 4} -.115327{col 88}{space 3} .1928036
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.2491516{col 47}{space 2} .0653907{col 58}{space 1}   -3.81{col 67}{space 3}0.000{col 75}{space 4}-.3776023{col 88}{space 3}-.1207009
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.3040843{col 47}{space 2} .0752063{col 58}{space 1}   -4.04{col 67}{space 3}0.000{col 75}{space 4}-.4518164{col 88}{space 3}-.1563521
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4900773{col 47}{space 2} .4270864{col 58}{space 1}    1.15{col 67}{space 3}0.252{col 75}{space 4}-.3488736{col 88}{space 3} 1.329028
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,257}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .2314797{col 38}{space 2} .0637796{col 49}{space 1}    3.63{col 58}{space 3}0.000{col 66}{space 4} .1064739{col 79}{space 3} .3564855
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0176719{col 38}{space 2} .0381771{col 49}{space 1}   -0.46{col 58}{space 3}0.643{col 66}{space 4}-.0924976{col 79}{space 3} .0571537
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0726046{col 38}{space 2} .0515041{col 49}{space 1}   -1.41{col 58}{space 3}0.159{col 66}{space 4}-.1735508{col 79}{space 3} .0283417
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,339
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    542{txt}){col 67}= {res}     15.82
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1185
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0969
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0858
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       543{txt}{col 51}Root MSE{col 67}= {res}    0.2620

{txt}{ralign 99:(Std. err. adjusted for {res:543} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          polcare{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.1550628{col 47}{space 2} .0601652{col 58}{space 1}   -2.58{col 67}{space 3}0.010{col 75}{space 4}-.2732484{col 88}{space 3}-.0368773
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0003998{col 47}{space 2} .0529498{col 58}{space 1}    0.01{col 67}{space 3}0.994{col 75}{space 4}-.1036122{col 88}{space 3} .1044118
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0473206{col 47}{space 2} .0181806{col 58}{space 1}    2.60{col 67}{space 3}0.009{col 75}{space 4} .0116075{col 88}{space 3} .0830336
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1696228{col 47}{space 2}  .021144{col 58}{space 1}    8.02{col 67}{space 3}0.000{col 75}{space 4} .1280886{col 88}{space 3} .2111571
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0179559{col 47}{space 2}  .013332{col 58}{space 1}    1.35{col 67}{space 3}0.179{col 75}{space 4}-.0082329{col 88}{space 3} .0441446
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0376712{col 47}{space 2}   .02011{col 58}{space 1}    1.87{col 67}{space 3}0.062{col 75}{space 4}-.0018319{col 88}{space 3} .0771743
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0144895{col 47}{space 2} .0170759{col 58}{space 1}    0.85{col 67}{space 3}0.397{col 75}{space 4}-.0190536{col 88}{space 3} .0480326
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0130964{col 47}{space 2}   .02408{col 58}{space 1}    0.54{col 67}{space 3}0.587{col 75}{space 4} -.034205{col 88}{space 3} .0603979
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0042462{col 47}{space 2} .0097916{col 58}{space 1}   -0.43{col 67}{space 3}0.665{col 75}{space 4}-.0234804{col 88}{space 3} .0149879
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000131{col 47}{space 2} .0000338{col 58}{space 1}   -0.39{col 67}{space 3}0.698{col 75}{space 4}-.0000795{col 88}{space 3} .0000533
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0289806{col 47}{space 2} .0095669{col 58}{space 1}   -3.03{col 67}{space 3}0.003{col 75}{space 4}-.0477733{col 88}{space 3}-.0101878
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0642712{col 47}{space 2} .0342971{col 58}{space 1}    1.87{col 67}{space 3}0.061{col 75}{space 4}-.0031004{col 88}{space 3} .1316428
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 3.36e-08{col 47}{space 2} 3.49e-08{col 58}{space 1}    0.96{col 67}{space 3}0.336{col 75}{space 4}-3.50e-08{col 88}{space 3} 1.02e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.07e-08{col 47}{space 2} 4.15e-08{col 58}{space 1}    1.22{col 67}{space 3}0.223{col 75}{space 4}-3.08e-08{col 88}{space 3} 1.32e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0001071{col 47}{space 2} .0003001{col 58}{space 1}    0.36{col 67}{space 3}0.721{col 75}{space 4}-.0004825{col 88}{space 3} .0006966
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001891{col 47}{space 2} .0001519{col 58}{space 1}   -1.24{col 67}{space 3}0.214{col 75}{space 4}-.0004876{col 88}{space 3} .0001093
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0875646{col 47}{space 2} .0608382{col 58}{space 1}    1.44{col 67}{space 3}0.151{col 75}{space 4} -.031943{col 88}{space 3} .2070722
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0546907{col 47}{space 2} .0660268{col 58}{space 1}    0.83{col 67}{space 3}0.408{col 75}{space 4} -.075009{col 88}{space 3} .1843905
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}   .07355{col 47}{space 2} .0620151{col 58}{space 1}    1.19{col 67}{space 3}0.236{col 75}{space 4}-.0482694{col 88}{space 3} .1953695
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0429123{col 47}{space 2} .0628175{col 58}{space 1}    0.68{col 67}{space 3}0.495{col 75}{space 4}-.0804833{col 88}{space 3}  .166308
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4239419{col 47}{space 2} .4263486{col 58}{space 1}    0.99{col 67}{space 3}0.320{col 75}{space 4}-.4135561{col 88}{space 3}  1.26144
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,339}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0003998{col 38}{space 2} .0529498{col 49}{space 1}    0.01{col 58}{space 3}0.994{col 66}{space 4}  -.10338{col 79}{space 3} .1041796
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} .0739498{col 38}{space 2} .0415986{col 49}{space 1}    1.78{col 58}{space 3}0.075{col 66}{space 4}-.0075819{col 79}{space 3} .1554815
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0433122{col 38}{space 2} .0416225{col 49}{space 1}    1.04{col 58}{space 3}0.298{col 66}{space 4}-.0382664{col 79}{space 3} .1248907
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,229
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    540{txt}){col 67}= {res}     13.60
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1104
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0878
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0754
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       541{txt}{col 51}Root MSE{col 67}= {res}    0.2635

{txt}{ralign 99:(Std. err. adjusted for {res:541} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          polcare{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.1014355{col 47}{space 2} .0633063{col 58}{space 1}   -1.60{col 67}{space 3}0.110{col 75}{space 4}-.2257923{col 88}{space 3} .0229213
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}  .030956{col 47}{space 2} .0593191{col 58}{space 1}    0.52{col 67}{space 3}0.602{col 75}{space 4}-.0855683{col 88}{space 3} .1474804
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0233681{col 47}{space 2} .0238167{col 58}{space 1}   -0.98{col 67}{space 3}0.327{col 75}{space 4}-.0701527{col 88}{space 3} .0234166
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1347786{col 47}{space 2} .0262168{col 58}{space 1}    5.14{col 67}{space 3}0.000{col 75}{space 4} .0832792{col 88}{space 3} .1862781
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0357947{col 47}{space 2} .0134105{col 58}{space 1}    2.67{col 67}{space 3}0.008{col 75}{space 4} .0094515{col 88}{space 3} .0621379
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0690232{col 47}{space 2} .0194366{col 58}{space 1}    3.55{col 67}{space 3}0.000{col 75}{space 4} .0308426{col 88}{space 3} .1072039
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0206206{col 47}{space 2} .0173314{col 58}{space 1}    1.19{col 67}{space 3}0.235{col 75}{space 4}-.0134245{col 88}{space 3} .0546658
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0143612{col 47}{space 2} .0245145{col 58}{space 1}    0.59{col 67}{space 3}0.558{col 75}{space 4}-.0337944{col 88}{space 3} .0625167
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0050893{col 47}{space 2} .0100266{col 58}{space 1}   -0.51{col 67}{space 3}0.612{col 75}{space 4}-.0247851{col 88}{space 3} .0146066
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} 9.87e-06{col 47}{space 2} .0000343{col 58}{space 1}    0.29{col 67}{space 3}0.773{col 75}{space 4}-.0000574{col 88}{space 3} .0000772
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0188001{col 47}{space 2} .0099263{col 58}{space 1}   -1.89{col 67}{space 3}0.059{col 75}{space 4}-.0382991{col 88}{space 3} .0006988
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0701086{col 47}{space 2} .0344782{col 58}{space 1}    2.03{col 67}{space 3}0.042{col 75}{space 4} .0023808{col 88}{space 3} .1378365
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 3.57e-08{col 47}{space 2} 3.66e-08{col 58}{space 1}    0.97{col 67}{space 3}0.330{col 75}{space 4}-3.63e-08{col 88}{space 3} 1.08e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.09e-08{col 47}{space 2} 4.37e-08{col 58}{space 1}    1.17{col 67}{space 3}0.244{col 75}{space 4}-3.49e-08{col 88}{space 3} 1.37e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0003937{col 47}{space 2} .0003056{col 58}{space 1}    1.29{col 67}{space 3}0.198{col 75}{space 4}-.0002065{col 88}{space 3}  .000994
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001871{col 47}{space 2} .0001551{col 58}{space 1}   -1.21{col 67}{space 3}0.228{col 75}{space 4}-.0004918{col 88}{space 3} .0001176
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0202391{col 47}{space 2} .0675842{col 58}{space 1}    0.30{col 67}{space 3}0.765{col 75}{space 4}-.1125211{col 88}{space 3} .1529994
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0624035{col 47}{space 2} .0742317{col 58}{space 1}   -0.84{col 67}{space 3}0.401{col 75}{space 4}-.2082218{col 88}{space 3} .0834149
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0203234{col 47}{space 2} .0651688{col 58}{space 1}    0.31{col 67}{space 3}0.755{col 75}{space 4} -.107692{col 88}{space 3} .1483388
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0428116{col 47}{space 2} .0718826{col 58}{space 1}    0.60{col 67}{space 3}0.552{col 75}{space 4}-.0983922{col 88}{space 3} .1840155
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4296675{col 47}{space 2} .4362725{col 58}{space 1}    0.98{col 67}{space 3}0.325{col 75}{space 4}-.4273318{col 88}{space 3} 1.286667
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,229}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2}  .030956{col 38}{space 2} .0593191{col 49}{space 1}    0.52{col 58}{space 3}0.602{col 66}{space 4}-.0853072{col 79}{space 3} .1472192
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0512794{col 38}{space 2}  .035907{col 49}{space 1}    1.43{col 58}{space 3}0.153{col 66}{space 4}-.0190971{col 79}{space 3} .1216559
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} .0737677{col 38}{space 2} .0484882{col 49}{space 1}    1.52{col 58}{space 3}0.128{col 66}{space 4}-.0212675{col 79}{space 3} .1688028
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,340
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}      7.97
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0653
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0424
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0410
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.2445

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                     peprpres_rev{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} -.086524{col 47}{space 2} .0646444{col 58}{space 1}   -1.34{col 67}{space 3}0.181{col 75}{space 4}-.2135077{col 88}{space 3} .0404598
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0575752{col 47}{space 2} .0529861{col 58}{space 1}   -1.09{col 67}{space 3}0.278{col 75}{space 4}-.1616582{col 88}{space 3} .0465077
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .041795{col 47}{space 2} .0148133{col 58}{space 1}    2.82{col 67}{space 3}0.005{col 75}{space 4} .0126966{col 88}{space 3} .0708935
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0804042{col 47}{space 2} .0179507{col 58}{space 1}    4.48{col 67}{space 3}0.000{col 75}{space 4} .0451429{col 88}{space 3} .1156655
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0071681{col 47}{space 2} .0118407{col 58}{space 1}   -0.61{col 67}{space 3}0.545{col 75}{space 4}-.0304272{col 88}{space 3} .0160911
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0176719{col 47}{space 2} .0184034{col 58}{space 1}    0.96{col 67}{space 3}0.337{col 75}{space 4}-.0184787{col 88}{space 3} .0538225
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0217129{col 47}{space 2} .0149565{col 58}{space 1}    1.45{col 67}{space 3}0.147{col 75}{space 4}-.0076667{col 88}{space 3} .0510925
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0150396{col 47}{space 2} .0207908{col 58}{space 1}    0.72{col 67}{space 3}0.470{col 75}{space 4}-.0258007{col 88}{space 3} .0558798
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0001179{col 47}{space 2} .0087282{col 58}{space 1}    0.01{col 67}{space 3}0.989{col 75}{space 4}-.0170272{col 88}{space 3}  .017263
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000447{col 47}{space 2}  .000033{col 58}{space 1}    1.36{col 67}{space 3}0.176{col 75}{space 4}-.0000201{col 88}{space 3} .0001094
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0031478{col 47}{space 2} .0088976{col 58}{space 1}   -0.35{col 67}{space 3}0.724{col 75}{space 4}-.0206258{col 88}{space 3} .0143302
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0289209{col 47}{space 2} .0322814{col 58}{space 1}    0.90{col 67}{space 3}0.371{col 75}{space 4}-.0344909{col 88}{space 3} .0923327
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 1.26e-07{col 47}{space 2} 3.78e-08{col 58}{space 1}    3.34{col 67}{space 3}0.001{col 75}{space 4} 5.21e-08{col 88}{space 3} 2.01e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 4.25e-08{col 47}{space 2} 4.41e-08{col 58}{space 1}    0.96{col 67}{space 3}0.335{col 75}{space 4}-4.41e-08{col 88}{space 3} 1.29e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} -.000331{col 47}{space 2} .0003362{col 58}{space 1}   -0.98{col 67}{space 3}0.325{col 75}{space 4}-.0009914{col 88}{space 3} .0003293
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0002679{col 47}{space 2} .0001559{col 58}{space 1}    1.72{col 67}{space 3}0.086{col 75}{space 4}-.0000384{col 88}{space 3} .0005742
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0812724{col 47}{space 2} .0556195{col 58}{space 1}    1.46{col 67}{space 3}0.145{col 75}{space 4}-.0279833{col 88}{space 3} .1905281
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1481535{col 47}{space 2} .0585182{col 58}{space 1}    2.53{col 67}{space 3}0.012{col 75}{space 4} .0332036{col 88}{space 3} .2631033
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0084423{col 47}{space 2} .0608773{col 58}{space 1}   -0.14{col 67}{space 3}0.890{col 75}{space 4}-.1280261{col 88}{space 3} .1111415
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0672106{col 47}{space 2} .0602165{col 58}{space 1}    1.12{col 67}{space 3}0.265{col 75}{space 4}-.0510752{col 88}{space 3} .1854963
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .2482504{col 47}{space 2} .3741555{col 58}{space 1}    0.66{col 67}{space 3}0.507{col 75}{space 4}-.4867192{col 88}{space 3} .9832199
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,340}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}-.0575752{col 38}{space 2} .0529861{col 49}{space 1}   -1.09{col 58}{space 3}0.277{col 66}{space 4}-.1614262{col 79}{space 3} .0462757
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0660175{col 38}{space 2} .0379085{col 49}{space 1}   -1.74{col 58}{space 3}0.082{col 66}{space 4}-.1403168{col 79}{space 3} .0082817
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0096354{col 38}{space 2} .0396222{col 49}{space 1}    0.24{col 58}{space 3}0.808{col 66}{space 4}-.0680228{col 79}{space 3} .0872935
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,228
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}      6.11
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0589
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0350
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0337
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.2456

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                     peprpres_rev{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0527494{col 47}{space 2} .0590073{col 58}{space 1}    0.89{col 67}{space 3}0.372{col 75}{space 4}-.0631621{col 88}{space 3}  .168661
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0027369{col 47}{space 2} .0570748{col 58}{space 1}   -0.05{col 67}{space 3}0.962{col 75}{space 4}-.1148524{col 88}{space 3} .1093785
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0235769{col 47}{space 2} .0211782{col 58}{space 1}    1.11{col 67}{space 3}0.266{col 75}{space 4}-.0180247{col 88}{space 3} .0651786
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1074347{col 47}{space 2} .0219361{col 58}{space 1}    4.90{col 67}{space 3}0.000{col 75}{space 4} .0643443{col 88}{space 3}  .150525
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0058969{col 47}{space 2}  .011706{col 58}{space 1}    0.50{col 67}{space 3}0.615{col 75}{space 4}-.0170978{col 88}{space 3} .0288916
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0390665{col 47}{space 2}  .017808{col 58}{space 1}    2.19{col 67}{space 3}0.029{col 75}{space 4} .0040853{col 88}{space 3} .0740477
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0271414{col 47}{space 2} .0149631{col 58}{space 1}    1.81{col 67}{space 3}0.070{col 75}{space 4}-.0022515{col 88}{space 3} .0565342
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0204703{col 47}{space 2} .0211964{col 58}{space 1}    0.97{col 67}{space 3}0.335{col 75}{space 4}-.0211671{col 88}{space 3} .0621076
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}  .000421{col 47}{space 2} .0089039{col 58}{space 1}    0.05{col 67}{space 3}0.962{col 75}{space 4}-.0170694{col 88}{space 3} .0179114
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000586{col 47}{space 2} .0000345{col 58}{space 1}    1.70{col 67}{space 3}0.090{col 75}{space 4}-9.09e-06{col 88}{space 3} .0001264
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}  .001267{col 47}{space 2} .0091662{col 58}{space 1}    0.14{col 67}{space 3}0.890{col 75}{space 4}-.0167388{col 88}{space 3} .0192728
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0305001{col 47}{space 2}   .03304{col 58}{space 1}    0.92{col 67}{space 3}0.356{col 75}{space 4}-.0344022{col 88}{space 3} .0954024
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 1.34e-07{col 47}{space 2} 3.96e-08{col 58}{space 1}    3.38{col 67}{space 3}0.001{col 75}{space 4} 5.61e-08{col 88}{space 3} 2.11e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.56e-08{col 47}{space 2} 4.60e-08{col 58}{space 1}    1.21{col 67}{space 3}0.227{col 75}{space 4}-3.47e-08{col 88}{space 3} 1.46e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0002975{col 47}{space 2} .0003429{col 58}{space 1}   -0.87{col 67}{space 3}0.386{col 75}{space 4}-.0009712{col 88}{space 3} .0003762
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0002803{col 47}{space 2} .0001575{col 58}{space 1}    1.78{col 67}{space 3}0.076{col 75}{space 4}-.0000291{col 88}{space 3} .0005898
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0426672{col 47}{space 2} .0595794{col 58}{space 1}   -0.72{col 67}{space 3}0.474{col 75}{space 4}-.1597025{col 88}{space 3}  .074368
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0636878{col 47}{space 2} .0626055{col 58}{space 1}   -1.02{col 67}{space 3}0.309{col 75}{space 4}-.1866675{col 88}{space 3} .0592919
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0482945{col 47}{space 2}  .061524{col 58}{space 1}   -0.78{col 67}{space 3}0.433{col 75}{space 4}-.1691497{col 88}{space 3} .0725606
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0167914{col 47}{space 2} .0659735{col 58}{space 1}    0.25{col 67}{space 3}0.799{col 75}{space 4}-.1128041{col 88}{space 3}  .146387
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .1845816{col 47}{space 2} .3803598{col 58}{space 1}    0.49{col 67}{space 3}0.628{col 75}{space 4}-.5625814{col 88}{space 3} .9317446
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,228}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2}-.0027369{col 38}{space 2} .0570748{col 49}{space 1}   -0.05{col 58}{space 3}0.962{col 66}{space 4}-.1146015{col 79}{space 3} .1091276
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0510315{col 38}{space 2} .0345461{col 49}{space 1}   -1.48{col 58}{space 3}0.140{col 66}{space 4}-.1187406{col 79}{space 3} .0166777
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} .0140545{col 38}{space 2} .0435284{col 49}{space 1}    0.32{col 58}{space 3}0.747{col 66}{space 4}-.0712596{col 79}{space 3} .0993685
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. 
. 
. ********************
. **********
. ****Visualization of Moderation Effects
. **********
. ********************
. 
. *participation & external efficacy
. foreach depvar in opinion elect discuss initiv wrkprty unlawdem demo abstain protvote petition polcare peprpres_rev  peactgrp_rev pecomplx peknowl  {c -(}
{txt}  2{com}. coefplot ///
> (`depvar'_mod_W_edu,  label(Edu. Degree)  mcolor(black) ciopts(lcol(black black) recast(rcap rcap)  lwidth(medium thin)) msymbol(triangle) ) ///
> (`depvar'_mod_W_occ,  label(Occ. Qualification)  mcolor(gs8) ciopts(lcol(gs8 gs8) recast(rcap rcap)  lwidth(medium thin)) msymbol(diamond) ) ///
> ,  legend(position(6) row(1) size(vsmall)  )  xline(0)  scheme(plotplain) title("`: var label `depvar''", size(small)) ///
> name(mod_`depvar')  rename(1.IEdu = Basic 2.IEdu= Voc. 3.IEdu= Acad. 1.edu3cat = Basic 2.edu3cat = Voc. 3.edu3cat = Acad.) levels(90 95)  xscale(r(-0.3,0.3)) xlabel(-0.3 (0.1) 0.3)
{txt}  3{com}. {c )-}
{res}{txt}
{com}. 
. *combination of results in pdfs - Main Results
. *Conventional Part
. 
. grc1leg mod_elect mod_wrkprty mod_abstain mod_protvote , rows(2) scheme(plotplain) imargin(zero) iscale(0.7) name(mod_single_convp) title("Robustness check: Single variables: Conventional participation", size(vsmall))  subtitle("Cross-level interaction: effects of de-stratifying education policies (within effects)" "on political engagement among different educational groups", size(vsmall))   note("For each dependent variable positive coefficients show increased participation" "Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display mod_single_convp ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\Moderation_SingleVars_Convp.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\Moderation_SingleVars_Convp.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. *Unconventional Part
. *opinion discuss initiv unlawdem demo  petition
. 
. grc1leg mod_opinion mod_discuss mod_initiv mod_unlawdem mod_demo mod_petition , rows(3) scheme(plotplain) imargin(zero) iscale(0.7) name(mod_single_unconvp) title("Robustness check: Single variables: Unconventional participation", size(small)) subtitle("Cross-level interaction: effects of de-stratifying education policies (within effects)" "on political engagement among different educational groups", size(vsmall))   note("For each dependent variable positive coefficients show increased participation" "Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. 
. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display mod_single_unconvp ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\Moderation_SingleVars_Unconvp.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\Moderation_SingleVars_Unconvp.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. *Internal Efficacy
. grc1leg   mod_peactgrp_rev mod_pecomplx  mod_peknowl, rows(3) scheme(plotplain) imargin(zero) iscale(0.7)  name(maininteff)   title("Robustness check: Single variables: Internal efficacy", size(small)) subtitle("Cross-level interaction: effects of de-stratifying education policies (within effects)" "on political engagement among different educational groups", size(small)) note("For each dependent variable positive coefficients show increased efficacy" "Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display maininteff ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\Moderation_SingleVars_Inteff.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\Moderation_SingleVars_Inteff.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. *External Efficacy
. grc1leg  mod_polcare mod_peprpres_rev , rows(2) scheme(plotplain) imargin(vsmall) iscale(0.7)   name(mainexteff) title("Robustness check: Single variables: External efficacy", size(small)) subtitle("Cross-level interaction: effects of de-stratifying education policies (within effects)" "on political engagement among different educational groups", size(small)) note("For each dependent variable positive coefficients show increased efficacy" "Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display mainexteff ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\Moderation_SingleVars_Exteff.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\Moderation_SingleVars_Exteff.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. 
. ********************************************************************************
. ********************************************************************************
. ***Step 3: Analyses with individual destratifying policies + binary index*******
. ********************************************************************************
. ********************************************************************************
. eststo clear
{txt}
{com}. graph drop _all
{txt}
{com}. 
. estread _all using "$erg\EstimatesMainAnalysis.sters" 
{res}
{txt}{hline 13}{c TT}{hline 57}
             {c |}           Dependent  Number of        
        Name {c |} Command    variable     param.  Title 
{hline 13}{c +}{hline 57}
{ralign 12:{stata estimates replay part1_main:part1_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:part1}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay convp1_main:convp1_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:convp1}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay unconvp_main:unconvp_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:unconvp}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay polint_main:polint_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:polint}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay peff_main:peff_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:peff}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay intpeff_main:intpeff_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:intpeff}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay extpeff_main:extpeff_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:extpeff}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay part1_mod_edu:part1_mod_~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:part1}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay part1_mod_W_edu:part1_mod_~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay part1_mod_occ:part1_mod_~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:part1}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay part1_mod_W_occ:part1_mod_~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay convp1_mod_edu:convp1_mod~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:convp1}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay convp1_mod_W_edu:convp1_mod~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay convp1_mod_occ:convp1_mod~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:convp1}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay convp1_mod_W_occ:convp1_mod~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay unconvp_mod_edu:unconvp_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:unconvp}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay unconvp_mod_W_edu:unconvp_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay unconvp_mod_occ:unconvp_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:unconvp}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay unconvp_mod_W_occ:unconvp_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay polint_mod_edu:polint_mod~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:polint}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay polint_mod_W_edu:polint_mod~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay polint_mod_occ:polint_mod~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:polint}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay polint_mod_W_occ:polint_mod~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay peff_mod_edu:peff_mod_edu}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:peff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay peff_mod_W_edu:peff_mod_W~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay peff_mod_occ:peff_mod_occ}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:peff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay peff_mod_W_occ:peff_mod_W~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay intpeff_mod_edu:intpeff_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:intpeff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay intpeff_mod_W_edu:intpeff_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay intpeff_mod_occ:intpeff_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:intpeff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay intpeff_mod_W_occ:intpeff_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay extpeff_mod_edu:extpeff_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:extpeff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay extpeff_mod_W_edu:extpeff_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay extpeff_mod_occ:extpeff_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:extpeff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay extpeff_mod_W_occ:extpeff_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{hline 13}{c BT}{hline 57}

{com}. 
. ********************
. **********
. ***Analyses Main Effects
. **********
. ********************
. 
. graph drop _all
{txt}
{com}. 
. foreach depvar in part1 polint peff {c -(}
{txt}  2{com}.         foreach indepvar in mod_edsys duration_prim  compr_school  share_gym  {c -(}
{txt}  3{com}.                 reghdfe `depvar' B_`indepvar' W_`indepvar' c.age c.age_sq i.female i.migrabg  i.PEdu i.pedu3cat c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  4{com}.                 eststo `depvar'`indepvar'
{txt}  5{com}. {c )-}
{txt}  6{com}. {c )-}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}     23.45
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1503
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1316
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0781
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.1578

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_mod_edsys {c |}{col 35}{res}{space 2}-.0316803{col 47}{space 2} .0210623{col 58}{space 1}   -1.50{col 67}{space 3}0.133{col 75}{space 4}-.0730531{col 88}{space 3} .0096926
{txt}{space 22}W_mod_edsys {c |}{col 35}{res}{space 2}-.0062556{col 47}{space 2} .0097757{col 58}{space 1}   -0.64{col 67}{space 3}0.522{col 75}{space 4}-.0254581{col 88}{space 3} .0129469
{txt}{space 30}age {c |}{col 35}{res}{space 2} .0078405{col 47}{space 2} .0061011{col 58}{space 1}    1.29{col 67}{space 3}0.199{col 75}{space 4}-.0041441{col 88}{space 3}  .019825
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000565{col 47}{space 2} .0000215{col 58}{space 1}   -2.63{col 67}{space 3}0.009{col 75}{space 4}-.0000987{col 88}{space 3}-.0000142
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0275985{col 47}{space 2} .0053034{col 58}{space 1}   -5.20{col 67}{space 3}0.000{col 75}{space 4} -.038016{col 88}{space 3}-.0171811
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1045831{col 47}{space 2} .0194818{col 58}{space 1}    5.37{col 67}{space 3}0.000{col 75}{space 4} .0663148{col 88}{space 3} .1428515
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0448897{col 47}{space 2} .0075409{col 58}{space 1}    5.95{col 67}{space 3}0.000{col 75}{space 4}  .030077{col 88}{space 3} .0597025
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0820691{col 47}{space 2}  .011537{col 58}{space 1}    7.11{col 67}{space 3}0.000{col 75}{space 4} .0594068{col 88}{space 3} .1047314
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0372618{col 47}{space 2} .0097583{col 58}{space 1}    3.82{col 67}{space 3}0.000{col 75}{space 4} .0180935{col 88}{space 3}   .05643
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0438757{col 47}{space 2} .0149404{col 58}{space 1}    2.94{col 67}{space 3}0.003{col 75}{space 4} .0145282{col 88}{space 3} .0732233
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-6.83e-08{col 47}{space 2} 2.23e-08{col 58}{space 1}   -3.06{col 67}{space 3}0.002{col 75}{space 4}-1.12e-07{col 88}{space 3}-2.44e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.32e-08{col 47}{space 2} 2.55e-08{col 58}{space 1}    1.30{col 67}{space 3}0.194{col 75}{space 4}-1.70e-08{col 88}{space 3} 8.34e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0000427{col 47}{space 2} .0002369{col 58}{space 1}    0.18{col 67}{space 3}0.857{col 75}{space 4}-.0004227{col 88}{space 3} .0005082
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} 6.56e-06{col 47}{space 2}  .000099{col 58}{space 1}    0.07{col 67}{space 3}0.947{col 75}{space 4} -.000188{col 88}{space 3} .0002011
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .0008866{col 47}{space 2}  .258198{col 58}{space 1}    0.00{col 67}{space 3}0.997{col 75}{space 4}-.5062944{col 88}{space 3} .5080676
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,434
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    545{txt}){col 67}= {res}     23.35
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1504
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1317
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0784
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       546{txt}{col 51}Root MSE{col 67}= {res}    0.1579

{txt}{ralign 99:(Std. err. adjusted for {res:546} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_duration_prim {c |}{col 35}{res}{space 2}-.0152021{col 47}{space 2} .0105005{col 58}{space 1}   -1.45{col 67}{space 3}0.148{col 75}{space 4}-.0358285{col 88}{space 3} .0054243
{txt}{space 18}W_duration_prim {c |}{col 35}{res}{space 2} .0149566{col 47}{space 2} .0115097{col 58}{space 1}    1.30{col 67}{space 3}0.194{col 75}{space 4}-.0076523{col 88}{space 3} .0375655
{txt}{space 30}age {c |}{col 35}{res}{space 2} .0075183{col 47}{space 2} .0061174{col 58}{space 1}    1.23{col 67}{space 3}0.220{col 75}{space 4}-.0044983{col 88}{space 3} .0195348
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000552{col 47}{space 2} .0000214{col 58}{space 1}   -2.57{col 67}{space 3}0.010{col 75}{space 4}-.0000973{col 88}{space 3}-.0000131
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0277974{col 47}{space 2} .0053102{col 58}{space 1}   -5.23{col 67}{space 3}0.000{col 75}{space 4}-.0382285{col 88}{space 3}-.0173664
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1036846{col 47}{space 2} .0193911{col 58}{space 1}    5.35{col 67}{space 3}0.000{col 75}{space 4} .0655942{col 88}{space 3}  .141775
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .043875{col 47}{space 2} .0075619{col 58}{space 1}    5.80{col 67}{space 3}0.000{col 75}{space 4} .0290209{col 88}{space 3} .0587291
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0816059{col 47}{space 2} .0115034{col 58}{space 1}    7.09{col 67}{space 3}0.000{col 75}{space 4} .0590095{col 88}{space 3} .1042022
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0372549{col 47}{space 2} .0097433{col 58}{space 1}    3.82{col 67}{space 3}0.000{col 75}{space 4} .0181159{col 88}{space 3} .0563938
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0444635{col 47}{space 2} .0148746{col 58}{space 1}    2.99{col 67}{space 3}0.003{col 75}{space 4} .0152449{col 88}{space 3} .0736821
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-7.23e-08{col 47}{space 2} 2.43e-08{col 58}{space 1}   -2.98{col 67}{space 3}0.003{col 75}{space 4}-1.20e-07{col 88}{space 3}-2.47e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.97e-08{col 47}{space 2} 2.50e-08{col 58}{space 1}    1.19{col 67}{space 3}0.236{col 75}{space 4}-1.95e-08{col 88}{space 3} 7.88e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001775{col 47}{space 2} .0001309{col 58}{space 1}   -1.36{col 67}{space 3}0.176{col 75}{space 4}-.0004347{col 88}{space 3} .0000797
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-3.97e-06{col 47}{space 2} .0000975{col 58}{space 1}   -0.04{col 67}{space 3}0.968{col 75}{space 4}-.0001954{col 88}{space 3} .0001875
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .0150801{col 47}{space 2} .2591989{col 58}{space 1}    0.06{col 67}{space 3}0.954{col 75}{space 4}-.4940711{col 88}{space 3} .5242314
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}     23.64
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1502
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1315
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0780
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.1579

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 19}B_compr_school {c |}{col 35}{res}{space 2}-.0262753{col 47}{space 2} .0193053{col 58}{space 1}   -1.36{col 67}{space 3}0.174{col 75}{space 4}-.0641969{col 88}{space 3} .0116462
{txt}{space 19}W_compr_school {c |}{col 35}{res}{space 2} -.005837{col 47}{space 2}  .009797{col 58}{space 1}   -0.60{col 67}{space 3}0.552{col 75}{space 4}-.0250815{col 88}{space 3} .0134074
{txt}{space 30}age {c |}{col 35}{res}{space 2} .0079004{col 47}{space 2} .0061014{col 58}{space 1}    1.29{col 67}{space 3}0.196{col 75}{space 4}-.0040847{col 88}{space 3} .0198855
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000565{col 47}{space 2} .0000215{col 58}{space 1}   -2.63{col 67}{space 3}0.009{col 75}{space 4}-.0000987{col 88}{space 3}-.0000143
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0275388{col 47}{space 2}  .005295{col 58}{space 1}   -5.20{col 67}{space 3}0.000{col 75}{space 4}-.0379397{col 88}{space 3}-.0171378
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1043361{col 47}{space 2} .0194685{col 58}{space 1}    5.36{col 67}{space 3}0.000{col 75}{space 4} .0660938{col 88}{space 3} .1425783
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .044983{col 47}{space 2}  .007545{col 58}{space 1}    5.96{col 67}{space 3}0.000{col 75}{space 4} .0301623{col 88}{space 3} .0598037
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0822473{col 47}{space 2}  .011546{col 58}{space 1}    7.12{col 67}{space 3}0.000{col 75}{space 4} .0595673{col 88}{space 3} .1049273
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0373296{col 47}{space 2} .0097679{col 58}{space 1}    3.82{col 67}{space 3}0.000{col 75}{space 4} .0181424{col 88}{space 3} .0565167
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0437849{col 47}{space 2} .0149393{col 58}{space 1}    2.93{col 67}{space 3}0.004{col 75}{space 4} .0144395{col 88}{space 3} .0731303
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-6.51e-08{col 47}{space 2} 2.22e-08{col 58}{space 1}   -2.93{col 67}{space 3}0.004{col 75}{space 4}-1.09e-07{col 88}{space 3}-2.15e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.23e-08{col 47}{space 2} 2.53e-08{col 58}{space 1}    1.28{col 67}{space 3}0.202{col 75}{space 4}-1.74e-08{col 88}{space 3} 8.20e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0000106{col 47}{space 2} .0002223{col 58}{space 1}   -0.05{col 67}{space 3}0.962{col 75}{space 4}-.0004474{col 88}{space 3} .0004261
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} 8.67e-06{col 47}{space 2} .0000991{col 58}{space 1}    0.09{col 67}{space 3}0.930{col 75}{space 4} -.000186{col 88}{space 3} .0002034
{txt}{space 28}_cons {c |}{col 35}{res}{space 2}-.0020391{col 47}{space 2} .2582331{col 58}{space 1}   -0.01{col 67}{space 3}0.994{col 75}{space 4}-.5092891{col 88}{space 3} .5052108
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}     23.04
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1504
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1317
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0782
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.1578

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_share_gym {c |}{col 35}{res}{space 2} .0154108{col 47}{space 2} .0162636{col 58}{space 1}    0.95{col 67}{space 3}0.344{col 75}{space 4}-.0165359{col 88}{space 3} .0473575
{txt}{space 22}W_share_gym {c |}{col 35}{res}{space 2} .0154561{col 47}{space 2} .0098885{col 58}{space 1}    1.56{col 67}{space 3}0.119{col 75}{space 4}-.0039679{col 88}{space 3} .0348801
{txt}{space 30}age {c |}{col 35}{res}{space 2} .0081672{col 47}{space 2} .0060997{col 58}{space 1}    1.34{col 67}{space 3}0.181{col 75}{space 4}-.0038145{col 88}{space 3} .0201489
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000556{col 47}{space 2} .0000215{col 58}{space 1}   -2.59{col 67}{space 3}0.010{col 75}{space 4}-.0000979{col 88}{space 3}-.0000134
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0274669{col 47}{space 2} .0053085{col 58}{space 1}   -5.17{col 67}{space 3}0.000{col 75}{space 4}-.0378944{col 88}{space 3}-.0170394
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1031754{col 47}{space 2} .0192472{col 58}{space 1}    5.36{col 67}{space 3}0.000{col 75}{space 4} .0653679{col 88}{space 3} .1409829
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0450308{col 47}{space 2} .0075352{col 58}{space 1}    5.98{col 67}{space 3}0.000{col 75}{space 4} .0302294{col 88}{space 3} .0598321
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0817798{col 47}{space 2}  .011504{col 58}{space 1}    7.11{col 67}{space 3}0.000{col 75}{space 4} .0591824{col 88}{space 3} .1043773
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .037722{col 47}{space 2} .0097784{col 58}{space 1}    3.86{col 67}{space 3}0.000{col 75}{space 4} .0185142{col 88}{space 3} .0569299
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0445903{col 47}{space 2} .0149058{col 58}{space 1}    2.99{col 67}{space 3}0.003{col 75}{space 4} .0153106{col 88}{space 3}   .07387
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-5.23e-08{col 47}{space 2} 2.58e-08{col 58}{space 1}   -2.02{col 67}{space 3}0.043{col 75}{space 4}-1.03e-07{col 88}{space 3}-1.54e-09
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.34e-08{col 47}{space 2} 2.59e-08{col 58}{space 1}    0.90{col 67}{space 3}0.367{col 75}{space 4}-2.75e-08{col 88}{space 3} 7.44e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0004093{col 47}{space 2} .0001838{col 58}{space 1}   -2.23{col 67}{space 3}0.026{col 75}{space 4}-.0007704{col 88}{space 3}-.0000482
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000174{col 47}{space 2} .0000992{col 58}{space 1}   -0.18{col 67}{space 3}0.861{col 75}{space 4}-.0002122{col 88}{space 3} .0001774
{txt}{space 28}_cons {c |}{col 35}{res}{space 2}-.0198149{col 47}{space 2} .2580232{col 58}{space 1}   -0.08{col 67}{space 3}0.939{col 75}{space 4}-.5266526{col 88}{space 3} .4870227
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,720
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    630{txt}){col 67}= {res}     97.67
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1449
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1391
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0911
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       631{txt}{col 51}Root MSE{col 67}= {res}    0.2323

{txt}{ralign 99:(Std. err. adjusted for {res:631} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_mod_edsys {c |}{col 35}{res}{space 2}-.0751198{col 47}{space 2} .0150957{col 58}{space 1}   -4.98{col 67}{space 3}0.000{col 75}{space 4}-.1047638{col 88}{space 3}-.0454757
{txt}{space 22}W_mod_edsys {c |}{col 35}{res}{space 2} .0011215{col 47}{space 2} .0075965{col 58}{space 1}    0.15{col 67}{space 3}0.883{col 75}{space 4} -.013796{col 88}{space 3} .0160389
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0030501{col 47}{space 2} .0042682{col 58}{space 1}   -0.71{col 67}{space 3}0.475{col 75}{space 4}-.0114318{col 88}{space 3} .0053316
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000394{col 47}{space 2} .0000184{col 58}{space 1}   -2.15{col 67}{space 3}0.032{col 75}{space 4}-.0000754{col 88}{space 3}-3.33e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1052616{col 47}{space 2} .0041989{col 58}{space 1}  -25.07{col 67}{space 3}0.000{col 75}{space 4}-.1135071{col 88}{space 3}-.0970161
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0555064{col 47}{space 2} .0157102{col 58}{space 1}    3.53{col 67}{space 3}0.000{col 75}{space 4} .0246557{col 88}{space 3} .0863571
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0512714{col 47}{space 2} .0053355{col 58}{space 1}    9.61{col 67}{space 3}0.000{col 75}{space 4} .0407939{col 88}{space 3} .0617489
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0935451{col 47}{space 2} .0076919{col 58}{space 1}   12.16{col 67}{space 3}0.000{col 75}{space 4} .0784403{col 88}{space 3} .1086499
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0432227{col 47}{space 2}  .006957{col 58}{space 1}    6.21{col 67}{space 3}0.000{col 75}{space 4} .0295611{col 88}{space 3} .0568843
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0799268{col 47}{space 2} .0099422{col 58}{space 1}    8.04{col 67}{space 3}0.000{col 75}{space 4}  .060403{col 88}{space 3} .0994506
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-2.94e-10{col 47}{space 2} 1.73e-08{col 58}{space 1}   -0.02{col 67}{space 3}0.986{col 75}{space 4}-3.43e-08{col 88}{space 3} 3.37e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.39e-08{col 47}{space 2} 1.96e-08{col 58}{space 1}    2.76{col 67}{space 3}0.006{col 75}{space 4} 1.55e-08{col 88}{space 3} 9.23e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0006995{col 47}{space 2} .0001699{col 58}{space 1}    4.12{col 67}{space 3}0.000{col 75}{space 4} .0003658{col 88}{space 3} .0010331
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001652{col 47}{space 2}  .000077{col 58}{space 1}   -2.15{col 67}{space 3}0.032{col 75}{space 4}-.0003163{col 88}{space 3} -.000014
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .6873704{col 47}{space 2} .1756198{col 58}{space 1}    3.91{col 67}{space 3}0.000{col 75}{space 4} .3424994{col 88}{space 3} 1.032241
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,694
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    628{txt}){col 67}= {res}     98.17
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1443
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1385
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0904
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       629{txt}{col 51}Root MSE{col 67}= {res}    0.2324

{txt}{ralign 99:(Std. err. adjusted for {res:629} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_duration_prim {c |}{col 35}{res}{space 2}-.0266945{col 47}{space 2} .0073278{col 58}{space 1}   -3.64{col 67}{space 3}0.000{col 75}{space 4}-.0410845{col 88}{space 3}-.0123045
{txt}{space 18}W_duration_prim {c |}{col 35}{res}{space 2}  -.00706{col 47}{space 2} .0087942{col 58}{space 1}   -0.80{col 67}{space 3}0.422{col 75}{space 4}-.0243296{col 88}{space 3} .0102097
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0037689{col 47}{space 2} .0042649{col 58}{space 1}   -0.88{col 67}{space 3}0.377{col 75}{space 4}-.0121441{col 88}{space 3} .0046062
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000385{col 47}{space 2} .0000184{col 58}{space 1}   -2.09{col 67}{space 3}0.037{col 75}{space 4}-.0000746{col 88}{space 3}-2.40e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1055617{col 47}{space 2} .0042079{col 58}{space 1}  -25.09{col 67}{space 3}0.000{col 75}{space 4} -.113825{col 88}{space 3}-.0972983
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0524281{col 47}{space 2} .0157303{col 58}{space 1}    3.33{col 67}{space 3}0.001{col 75}{space 4} .0215378{col 88}{space 3} .0833184
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .050904{col 47}{space 2}  .005338{col 58}{space 1}    9.54{col 67}{space 3}0.000{col 75}{space 4} .0404215{col 88}{space 3} .0613865
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0939496{col 47}{space 2} .0076833{col 58}{space 1}   12.23{col 67}{space 3}0.000{col 75}{space 4} .0788614{col 88}{space 3} .1090377
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0435397{col 47}{space 2} .0069589{col 58}{space 1}    6.26{col 67}{space 3}0.000{col 75}{space 4} .0298743{col 88}{space 3} .0572051
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0797383{col 47}{space 2} .0099297{col 58}{space 1}    8.03{col 67}{space 3}0.000{col 75}{space 4}  .060239{col 88}{space 3} .0992377
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.15e-08{col 47}{space 2} 1.81e-08{col 58}{space 1}   -0.64{col 67}{space 3}0.524{col 75}{space 4}-4.70e-08{col 88}{space 3} 2.40e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.68e-08{col 47}{space 2} 2.01e-08{col 58}{space 1}    3.33{col 67}{space 3}0.001{col 75}{space 4} 2.74e-08{col 88}{space 3} 1.06e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0001199{col 47}{space 2} .0000982{col 58}{space 1}    1.22{col 67}{space 3}0.222{col 75}{space 4}-.0000728{col 88}{space 3} .0003127
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001464{col 47}{space 2} .0000751{col 58}{space 1}   -1.95{col 67}{space 3}0.052{col 75}{space 4}-.0002939{col 88}{space 3} 1.03e-06
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .7233186{col 47}{space 2} .1754561{col 58}{space 1}    4.12{col 67}{space 3}0.000{col 75}{space 4}  .378767{col 88}{space 3}  1.06787
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,720
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    630{txt}){col 67}= {res}     97.77
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1449
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1391
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0911
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       631{txt}{col 51}Root MSE{col 67}= {res}    0.2323

{txt}{ralign 99:(Std. err. adjusted for {res:631} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 19}B_compr_school {c |}{col 35}{res}{space 2}-.0678616{col 47}{space 2} .0137849{col 58}{space 1}   -4.92{col 67}{space 3}0.000{col 75}{space 4}-.0949315{col 88}{space 3}-.0407916
{txt}{space 19}W_compr_school {c |}{col 35}{res}{space 2}-.0000593{col 47}{space 2} .0074793{col 58}{space 1}   -0.01{col 67}{space 3}0.994{col 75}{space 4}-.0147467{col 88}{space 3}  .014628
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0029624{col 47}{space 2} .0042694{col 58}{space 1}   -0.69{col 67}{space 3}0.488{col 75}{space 4}-.0113464{col 88}{space 3} .0054215
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000394{col 47}{space 2} .0000184{col 58}{space 1}   -2.15{col 67}{space 3}0.032{col 75}{space 4}-.0000755{col 88}{space 3}-3.35e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1052399{col 47}{space 2} .0042002{col 58}{space 1}  -25.06{col 67}{space 3}0.000{col 75}{space 4}-.1134879{col 88}{space 3}-.0969919
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0551837{col 47}{space 2} .0157055{col 58}{space 1}    3.51{col 67}{space 3}0.000{col 75}{space 4} .0243423{col 88}{space 3} .0860251
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0514776{col 47}{space 2} .0053477{col 58}{space 1}    9.63{col 67}{space 3}0.000{col 75}{space 4} .0409761{col 88}{space 3} .0619791
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0937304{col 47}{space 2} .0076881{col 58}{space 1}   12.19{col 67}{space 3}0.000{col 75}{space 4} .0786331{col 88}{space 3} .1088277
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0432194{col 47}{space 2} .0069569{col 58}{space 1}    6.21{col 67}{space 3}0.000{col 75}{space 4} .0295579{col 88}{space 3} .0568808
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0798473{col 47}{space 2} .0099337{col 58}{space 1}    8.04{col 67}{space 3}0.000{col 75}{space 4}   .06034{col 88}{space 3} .0993545
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 6.75e-09{col 47}{space 2} 1.73e-08{col 58}{space 1}    0.39{col 67}{space 3}0.696{col 75}{space 4}-2.71e-08{col 88}{space 3} 4.07e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.22e-08{col 47}{space 2} 1.96e-08{col 58}{space 1}    2.67{col 67}{space 3}0.008{col 75}{space 4} 1.38e-08{col 88}{space 3} 9.07e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}  .000624{col 47}{space 2} .0001561{col 58}{space 1}    4.00{col 67}{space 3}0.000{col 75}{space 4} .0003175{col 88}{space 3} .0009306
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001568{col 47}{space 2}  .000076{col 58}{space 1}   -2.06{col 67}{space 3}0.040{col 75}{space 4}-.0003061{col 88}{space 3}-7.56e-06
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .6830169{col 47}{space 2} .1756793{col 58}{space 1}    3.89{col 67}{space 3}0.000{col 75}{space 4} .3380291{col 88}{space 3} 1.028005
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,720
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    630{txt}){col 67}= {res}     96.77
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1433
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1375
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0894
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       631{txt}{col 51}Root MSE{col 67}= {res}    0.2326

{txt}{ralign 99:(Std. err. adjusted for {res:631} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_share_gym {c |}{col 35}{res}{space 2} .0083029{col 47}{space 2} .0132866{col 58}{space 1}    0.62{col 67}{space 3}0.532{col 75}{space 4}-.0177884{col 88}{space 3} .0343942
{txt}{space 22}W_share_gym {c |}{col 35}{res}{space 2} .0079783{col 47}{space 2} .0080785{col 58}{space 1}    0.99{col 67}{space 3}0.324{col 75}{space 4}-.0078858{col 88}{space 3} .0238424
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0029434{col 47}{space 2} .0042744{col 58}{space 1}   -0.69{col 67}{space 3}0.491{col 75}{space 4}-.0113371{col 88}{space 3} .0054504
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} -.000039{col 47}{space 2} .0000184{col 58}{space 1}   -2.12{col 67}{space 3}0.035{col 75}{space 4}-.0000752{col 88}{space 3}-2.80e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1054454{col 47}{space 2} .0042196{col 58}{space 1}  -24.99{col 67}{space 3}0.000{col 75}{space 4}-.1137315{col 88}{space 3}-.0971593
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0513342{col 47}{space 2} .0156483{col 58}{space 1}    3.28{col 67}{space 3}0.001{col 75}{space 4}  .020605{col 88}{space 3} .0820634
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0506552{col 47}{space 2} .0053352{col 58}{space 1}    9.49{col 67}{space 3}0.000{col 75}{space 4} .0401782{col 88}{space 3} .0611322
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0932218{col 47}{space 2} .0076909{col 58}{space 1}   12.12{col 67}{space 3}0.000{col 75}{space 4} .0781188{col 88}{space 3} .1083247
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0436711{col 47}{space 2} .0069605{col 58}{space 1}    6.27{col 67}{space 3}0.000{col 75}{space 4} .0300025{col 88}{space 3} .0573398
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0808855{col 47}{space 2} .0099447{col 58}{space 1}    8.13{col 67}{space 3}0.000{col 75}{space 4} .0613567{col 88}{space 3} .1004143
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 1.95e-08{col 47}{space 2} 2.02e-08{col 58}{space 1}    0.96{col 67}{space 3}0.335{col 75}{space 4}-2.02e-08{col 88}{space 3} 5.91e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.51e-08{col 47}{space 2} 2.00e-08{col 58}{space 1}    3.25{col 67}{space 3}0.001{col 75}{space 4} 2.57e-08{col 88}{space 3} 1.04e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001244{col 47}{space 2} .0001412{col 58}{space 1}   -0.88{col 67}{space 3}0.379{col 75}{space 4}-.0004016{col 88}{space 3} .0001529
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001508{col 47}{space 2} .0000769{col 58}{space 1}   -1.96{col 67}{space 3}0.050{col 75}{space 4}-.0003019{col 88}{space 3} 2.79e-07
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .6808122{col 47}{space 2} .1761663{col 58}{space 1}    3.86{col 67}{space 3}0.000{col 75}{space 4}  .334868{col 88}{space 3} 1.026756
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,336
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    546{txt}){col 67}= {res}     33.00
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1549
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1357
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1267
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       547{txt}{col 51}Root MSE{col 67}= {res}    0.1717

{txt}{ralign 99:(Std. err. adjusted for {res:547} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_mod_edsys {c |}{col 35}{res}{space 2}-.0279084{col 47}{space 2} .0223442{col 58}{space 1}   -1.25{col 67}{space 3}0.212{col 75}{space 4}-.0717996{col 88}{space 3} .0159828
{txt}{space 22}W_mod_edsys {c |}{col 35}{res}{space 2} -.000676{col 47}{space 2} .0110131{col 58}{space 1}   -0.06{col 67}{space 3}0.951{col 75}{space 4}-.0223093{col 88}{space 3} .0209573
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0052201{col 47}{space 2} .0059764{col 58}{space 1}   -0.87{col 67}{space 3}0.383{col 75}{space 4}-.0169597{col 88}{space 3} .0065195
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000121{col 47}{space 2}  .000021{col 58}{space 1}   -0.58{col 67}{space 3}0.565{col 75}{space 4}-.0000534{col 88}{space 3} .0000292
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0787713{col 47}{space 2} .0061791{col 58}{space 1}  -12.75{col 67}{space 3}0.000{col 75}{space 4}-.0909091{col 88}{space 3}-.0666335
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0775135{col 47}{space 2} .0234163{col 58}{space 1}    3.31{col 67}{space 3}0.001{col 75}{space 4} .0315164{col 88}{space 3} .1235106
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0525481{col 47}{space 2} .0073938{col 58}{space 1}    7.11{col 67}{space 3}0.000{col 75}{space 4} .0380243{col 88}{space 3} .0670719
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0929958{col 47}{space 2} .0121197{col 58}{space 1}    7.67{col 67}{space 3}0.000{col 75}{space 4} .0691888{col 88}{space 3} .1168027
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0587209{col 47}{space 2} .0112082{col 58}{space 1}    5.24{col 67}{space 3}0.000{col 75}{space 4} .0367044{col 88}{space 3} .0807374
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0922912{col 47}{space 2}  .015748{col 58}{space 1}    5.86{col 67}{space 3}0.000{col 75}{space 4}  .061357{col 88}{space 3} .1232254
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 3.91e-08{col 47}{space 2} 2.44e-08{col 58}{space 1}    1.60{col 67}{space 3}0.110{col 75}{space 4}-8.82e-09{col 88}{space 3} 8.70e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 8.95e-08{col 47}{space 2} 3.14e-08{col 58}{space 1}    2.85{col 67}{space 3}0.005{col 75}{space 4} 2.78e-08{col 88}{space 3} 1.51e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}  .000233{col 47}{space 2} .0002511{col 58}{space 1}    0.93{col 67}{space 3}0.354{col 75}{space 4}-.0002603{col 88}{space 3} .0007264
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001087{col 47}{space 2} .0001167{col 58}{space 1}   -0.93{col 67}{space 3}0.352{col 75}{space 4} -.000338{col 88}{space 3} .0001206
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .6227241{col 47}{space 2} .2577116{col 58}{space 1}    2.42{col 67}{space 3}0.016{col 75}{space 4} .1164965{col 88}{space 3} 1.128952
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,331
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    544{txt}){col 67}= {res}     33.00
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1551
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1359
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1268
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       545{txt}{col 51}Root MSE{col 67}= {res}    0.1717

{txt}{ralign 99:(Std. err. adjusted for {res:545} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_duration_prim {c |}{col 35}{res}{space 2}-.0172353{col 47}{space 2} .0115216{col 58}{space 1}   -1.50{col 67}{space 3}0.135{col 75}{space 4}-.0398676{col 88}{space 3} .0053969
{txt}{space 18}W_duration_prim {c |}{col 35}{res}{space 2}-.0105848{col 47}{space 2} .0128375{col 58}{space 1}   -0.82{col 67}{space 3}0.410{col 75}{space 4}-.0358018{col 88}{space 3} .0146323
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0053487{col 47}{space 2} .0059787{col 58}{space 1}   -0.89{col 67}{space 3}0.371{col 75}{space 4}-.0170928{col 88}{space 3} .0063954
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000117{col 47}{space 2}  .000021{col 58}{space 1}   -0.56{col 67}{space 3}0.577{col 75}{space 4}-.0000529{col 88}{space 3} .0000295
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0787105{col 47}{space 2} .0061655{col 58}{space 1}  -12.77{col 67}{space 3}0.000{col 75}{space 4}-.0908216{col 88}{space 3}-.0665994
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0779247{col 47}{space 2} .0233803{col 58}{space 1}    3.33{col 67}{space 3}0.001{col 75}{space 4}  .031998{col 88}{space 3} .1238514
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0520048{col 47}{space 2} .0074204{col 58}{space 1}    7.01{col 67}{space 3}0.000{col 75}{space 4} .0374287{col 88}{space 3}  .066581
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0920775{col 47}{space 2} .0121089{col 58}{space 1}    7.60{col 67}{space 3}0.000{col 75}{space 4} .0682916{col 88}{space 3} .1158633
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0586765{col 47}{space 2} .0112233{col 58}{space 1}    5.23{col 67}{space 3}0.000{col 75}{space 4} .0366303{col 88}{space 3} .0807228
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0928482{col 47}{space 2} .0157351{col 58}{space 1}    5.90{col 67}{space 3}0.000{col 75}{space 4} .0619393{col 88}{space 3} .1237571
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 2.72e-08{col 47}{space 2} 2.61e-08{col 58}{space 1}    1.04{col 67}{space 3}0.298{col 75}{space 4}-2.41e-08{col 88}{space 3} 7.86e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 9.39e-08{col 47}{space 2} 3.08e-08{col 58}{space 1}    3.05{col 67}{space 3}0.002{col 75}{space 4} 3.34e-08{col 88}{space 3} 1.54e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0000586{col 47}{space 2} .0001383{col 58}{space 1}    0.42{col 67}{space 3}0.672{col 75}{space 4}-.0002131{col 88}{space 3} .0003304
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001117{col 47}{space 2} .0001153{col 58}{space 1}   -0.97{col 67}{space 3}0.333{col 75}{space 4}-.0003382{col 88}{space 3} .0001149
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .6307976{col 47}{space 2} .2579254{col 58}{space 1}    2.45{col 67}{space 3}0.015{col 75}{space 4}  .124146{col 88}{space 3} 1.137449
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,336
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    546{txt}){col 67}= {res}     33.18
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1550
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1359
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1268
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       547{txt}{col 51}Root MSE{col 67}= {res}    0.1716

{txt}{ralign 99:(Std. err. adjusted for {res:547} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 19}B_compr_school {c |}{col 35}{res}{space 2} -.028831{col 47}{space 2} .0200772{col 58}{space 1}   -1.44{col 67}{space 3}0.152{col 75}{space 4} -.068269{col 88}{space 3}  .010607
{txt}{space 19}W_compr_school {c |}{col 35}{res}{space 2}-.0032058{col 47}{space 2} .0103682{col 58}{space 1}   -0.31{col 67}{space 3}0.757{col 75}{space 4}-.0235722{col 88}{space 3} .0171606
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0052106{col 47}{space 2} .0059784{col 58}{space 1}   -0.87{col 67}{space 3}0.384{col 75}{space 4} -.016954{col 88}{space 3} .0065328
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000123{col 47}{space 2}  .000021{col 58}{space 1}   -0.58{col 67}{space 3}0.560{col 75}{space 4}-.0000536{col 88}{space 3}  .000029
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0787811{col 47}{space 2} .0061693{col 58}{space 1}  -12.77{col 67}{space 3}0.000{col 75}{space 4}-.0908996{col 88}{space 3}-.0666626
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0775892{col 47}{space 2} .0233996{col 58}{space 1}    3.32{col 67}{space 3}0.001{col 75}{space 4} .0316249{col 88}{space 3} .1235535
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0526732{col 47}{space 2} .0073911{col 58}{space 1}    7.13{col 67}{space 3}0.000{col 75}{space 4} .0381548{col 88}{space 3} .0671915
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0931963{col 47}{space 2} .0121172{col 58}{space 1}    7.69{col 67}{space 3}0.000{col 75}{space 4} .0693942{col 88}{space 3} .1169984
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0586675{col 47}{space 2}  .011209{col 58}{space 1}    5.23{col 67}{space 3}0.000{col 75}{space 4} .0366495{col 88}{space 3} .0806854
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0920329{col 47}{space 2} .0157628{col 58}{space 1}    5.84{col 67}{space 3}0.000{col 75}{space 4} .0610697{col 88}{space 3} .1229961
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 4.19e-08{col 47}{space 2} 2.43e-08{col 58}{space 1}    1.72{col 67}{space 3}0.085{col 75}{space 4}-5.81e-09{col 88}{space 3} 8.95e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 8.92e-08{col 47}{space 2} 3.10e-08{col 58}{space 1}    2.88{col 67}{space 3}0.004{col 75}{space 4} 2.83e-08{col 88}{space 3} 1.50e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0002397{col 47}{space 2} .0002328{col 58}{space 1}    1.03{col 67}{space 3}0.304{col 75}{space 4}-.0002176{col 88}{space 3}  .000697
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001024{col 47}{space 2} .0001172{col 58}{space 1}   -0.87{col 67}{space 3}0.383{col 75}{space 4}-.0003327{col 88}{space 3} .0001278
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .6222467{col 47}{space 2} .2577866{col 58}{space 1}    2.41{col 67}{space 3}0.016{col 75}{space 4} .1158718{col 88}{space 3} 1.128622
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,336
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    546{txt}){col 67}= {res}     32.76
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1547
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1355
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1264
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       547{txt}{col 51}Root MSE{col 67}= {res}    0.1717

{txt}{ralign 99:(Std. err. adjusted for {res:547} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_share_gym {c |}{col 35}{res}{space 2} .0082499{col 47}{space 2} .0166186{col 58}{space 1}    0.50{col 67}{space 3}0.620{col 75}{space 4}-.0243943{col 88}{space 3} .0408942
{txt}{space 22}W_share_gym {c |}{col 35}{res}{space 2} .0069804{col 47}{space 2} .0107145{col 58}{space 1}    0.65{col 67}{space 3}0.515{col 75}{space 4}-.0140662{col 88}{space 3}  .028027
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0049871{col 47}{space 2} .0059923{col 58}{space 1}   -0.83{col 67}{space 3}0.406{col 75}{space 4}-.0167579{col 88}{space 3} .0067838
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000118{col 47}{space 2}  .000021{col 58}{space 1}   -0.56{col 67}{space 3}0.576{col 75}{space 4} -.000053{col 88}{space 3} .0000295
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0786204{col 47}{space 2} .0061701{col 58}{space 1}  -12.74{col 67}{space 3}0.000{col 75}{space 4}-.0907404{col 88}{space 3}-.0665004
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0759326{col 47}{space 2}  .023412{col 58}{space 1}    3.24{col 67}{space 3}0.001{col 75}{space 4} .0299439{col 88}{space 3} .1219213
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0523496{col 47}{space 2} .0074111{col 58}{space 1}    7.06{col 67}{space 3}0.000{col 75}{space 4} .0377918{col 88}{space 3} .0669073
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0929245{col 47}{space 2} .0121401{col 58}{space 1}    7.65{col 67}{space 3}0.000{col 75}{space 4} .0690774{col 88}{space 3} .1167716
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0590513{col 47}{space 2} .0111974{col 58}{space 1}    5.27{col 67}{space 3}0.000{col 75}{space 4} .0370561{col 88}{space 3} .0810465
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0927306{col 47}{space 2}  .015704{col 58}{space 1}    5.90{col 67}{space 3}0.000{col 75}{space 4}  .061883{col 88}{space 3} .1235781
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 5.00e-08{col 47}{space 2} 2.81e-08{col 58}{space 1}    1.78{col 67}{space 3}0.076{col 75}{space 4}-5.25e-09{col 88}{space 3} 1.05e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 8.89e-08{col 47}{space 2} 3.11e-08{col 58}{space 1}    2.86{col 67}{space 3}0.004{col 75}{space 4} 2.78e-08{col 88}{space 3} 1.50e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001195{col 47}{space 2} .0001831{col 58}{space 1}   -0.65{col 67}{space 3}0.514{col 75}{space 4}-.0004791{col 88}{space 3}   .00024
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001084{col 47}{space 2} .0001157{col 58}{space 1}   -0.94{col 67}{space 3}0.349{col 75}{space 4}-.0003357{col 88}{space 3} .0001188
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .6095463{col 47}{space 2} .2580371{col 58}{space 1}    2.36{col 67}{space 3}0.019{col 75}{space 4} .1026792{col 88}{space 3} 1.116413
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}
{com}. 
. 
. 
. ********************
. **********
. ***Visualization Main Analyses
. **********
. ********************
. 
. graph drop _all
{txt}
{com}. 
. foreach depvar in part1 polint peff {c -(}
{txt}  2{com}. coefplot ///
>                  (`depvar'_main, aseq(Between) label("Original Results") drop(W_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *alo* *left*) mcolor(red)  msymbol(diamond)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(red red)) ) ///
>                  (`depvar'_main, aseq(Within) label("Original Results") drop(B_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *alo* *left* ) mcolor(red)  msymbol(diamond)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(red red))) ///
>                  (`depvar'mod_edsys, aseq(Between) label("`: var label mod_edsys'") drop(W_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *alo* *left* ) mcolor(black)  msymbol(diamond)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(black black)) ) ///
>                  (`depvar'mod_edsys, aseq(Within) label("`: var label mod_edsys'") drop(B_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *alo* *left* ) mcolor(black)  msymbol(diamond)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(black black))) ///
>                  (`depvar'duration_prim, aseq(Between) label("`: var label duration_prim'") drop(W_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *alo* *left* ) mcolor(gs6)  msymbol(triangle)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(gs6 gs6)) ) ///
>                  (`depvar'duration_prim, aseq(Within) label("`: var label duration_prim'") drop(B_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *alo* *left* ) mcolor(gs6)  msymbol(triangle)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(gs6 gs6))) ///
>                  (`depvar'compr_school, aseq(Between) label("`: var label compr_school'") drop(W_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *alo* *left* ) mcolor(gs6)  msymbol(square)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(gs6 gs6)) ) ///
>                  (`depvar'compr_school, aseq(Within) label("`: var label compr_school'") drop(B_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *alo* *left* ) mcolor(gs6)  msymbol(square)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(gs6 gs6))) ///
>                  (`depvar'share_gym, aseq(Between) label("`: var label share_gym'") drop(W_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *alo* *left* ) mcolor(gs6)  msymbol(circle)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(gs6 gs6)) ) ///
>                  (`depvar'share_gym, aseq(Within) label("`: var label share_gym'") drop(B_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *alo* *left* ) mcolor(gs6)  msymbol(circle)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(gs6 gs6))) ///
> , legend(position(6) cols(2)  colfirst size(tiny))  xline(0)  scheme(plotplain) levels(90 95)  xscale(r(-0.2,0.2)) xlabel(-0.2 (0.1) 0.2) swapnames  title("`: var label `depvar''", size(small)) name(gr_`depvar') coeflabels(,wrap(25)) p2(nokey) p4(nokey) p6(nokey) p8(nokey) p10(nokey) p12(nokey) p14(nokey) p16(nokey) p18(nokey) p20(nokey) 
{txt}  3{com}. {c )-}
{res}{txt}
{com}. 
. 
. *combination of results in pdfs - Main Results
. 
. grc1leg  gr_part1 gr_polint gr_peff , rows(3) scheme(plotplain) graphregion(margin(tiny)) iscale(0.75)  name(main)   title("Main Effects of single de-stratifying education policies on political engagement", size(vsmall)) note("Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display main ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\MainEffects_SinglePolicyIndicators.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\MainEffects_SinglePolicyIndicators.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. 
. ********************
. **********
. ***Analyses Moderation Effects (Individual Education)
. **********
. ********************
. graph drop _all
{txt}
{com}. eststo clear
{txt}
{com}. 
. estread _all using "$erg\EstimatesMainAnalysis.sters" 
{res}
{txt}{hline 13}{c TT}{hline 57}
             {c |}           Dependent  Number of        
        Name {c |} Command    variable     param.  Title 
{hline 13}{c +}{hline 57}
{ralign 12:{stata estimates replay part1_main:part1_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:part1}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay convp1_main:convp1_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:convp1}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay unconvp_main:unconvp_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:unconvp}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay polint_main:polint_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:polint}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay peff_main:peff_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:peff}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay intpeff_main:intpeff_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:intpeff}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay extpeff_main:extpeff_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:extpeff}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay part1_mod_edu:part1_mod_~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:part1}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay part1_mod_W_edu:part1_mod_~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay part1_mod_occ:part1_mod_~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:part1}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay part1_mod_W_occ:part1_mod_~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay convp1_mod_edu:convp1_mod~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:convp1}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay convp1_mod_W_edu:convp1_mod~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay convp1_mod_occ:convp1_mod~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:convp1}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay convp1_mod_W_occ:convp1_mod~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay unconvp_mod_edu:unconvp_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:unconvp}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay unconvp_mod_W_edu:unconvp_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay unconvp_mod_occ:unconvp_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:unconvp}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay unconvp_mod_W_occ:unconvp_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay polint_mod_edu:polint_mod~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:polint}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay polint_mod_W_edu:polint_mod~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay polint_mod_occ:polint_mod~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:polint}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay polint_mod_W_occ:polint_mod~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay peff_mod_edu:peff_mod_edu}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:peff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay peff_mod_W_edu:peff_mod_W~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay peff_mod_occ:peff_mod_occ}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:peff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay peff_mod_W_occ:peff_mod_W~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay intpeff_mod_edu:intpeff_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:intpeff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay intpeff_mod_W_edu:intpeff_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay intpeff_mod_occ:intpeff_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:intpeff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay intpeff_mod_W_occ:intpeff_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay extpeff_mod_edu:extpeff_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:extpeff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay extpeff_mod_W_edu:extpeff_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay extpeff_mod_occ:extpeff_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:extpeff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay extpeff_mod_W_occ:extpeff_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{hline 13}{c BT}{hline 57}

{com}. 
. foreach depvar in part1 polint peff {c -(}   
{txt}  2{com}.         foreach indepvar in mod_edsys duration_prim  compr_school  share_gym   {c -(}
{txt}  3{com}. 
. **moderation with respondents' educational degree
. reghdfe `depvar' B_`indepvar' W_`indepvar' ///
>                            i.IEdu ///
>                            i.PEdu i.pedu3cat ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            i.IEdu#c.B_`indepvar'  i.IEdu#c.W_`indepvar' , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  4{com}. *Margins Within
. margins, dydx(c.W_`indepvar') over(i.IEdu) post
{txt}  5{com}. eststo `depvar'`indepvar'edu
{txt}  6{com}. 
. **moderation with respondents' occupational qualification
. reghdfe `depvar' B_`indepvar' W_`indepvar' ///
>                            i.edu3cat ///
>                            i.PEdu i.pedu3cat ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            i.edu3cat#c.B_`indepvar'  i.edu3cat#c.W_`indepvar' , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  7{com}. *Margins Within
. margins, dydx(c.W_`indepvar') over(i.edu3cat) post
{txt}  8{com}. eststo `depvar'`indepvar'occ
{txt}  9{com}. 
. {c )-}
{txt} 10{com}. {c )-}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}     27.81
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1917
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1721
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1303
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.1537

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_mod_edsys {c |}{col 35}{res}{space 2}-.0654774{col 47}{space 2} .0272422{col 58}{space 1}   -2.40{col 67}{space 3}0.017{col 75}{space 4}-.1189904{col 88}{space 3}-.0119644
{txt}{space 22}W_mod_edsys {c |}{col 35}{res}{space 2} .0071842{col 47}{space 2} .0162307{col 58}{space 1}    0.44{col 67}{space 3}0.658{col 75}{space 4}-.0246986{col 88}{space 3} .0390669
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0443519{col 47}{space 2} .0098794{col 58}{space 1}    4.49{col 67}{space 3}0.000{col 75}{space 4} .0249454{col 88}{space 3} .0637583
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0802376{col 47}{space 2} .0128883{col 58}{space 1}    6.23{col 67}{space 3}0.000{col 75}{space 4} .0549205{col 88}{space 3} .1055547
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0208127{col 47}{space 2} .0077112{col 58}{space 1}    2.70{col 67}{space 3}0.007{col 75}{space 4} .0056652{col 88}{space 3} .0359602
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0430714{col 47}{space 2} .0121487{col 58}{space 1}    3.55{col 67}{space 3}0.000{col 75}{space 4} .0192072{col 88}{space 3} .0669357
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0279921{col 47}{space 2} .0094347{col 58}{space 1}    2.97{col 67}{space 3}0.003{col 75}{space 4} .0094591{col 88}{space 3} .0465251
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0208402{col 47}{space 2} .0150848{col 58}{space 1}    1.38{col 67}{space 3}0.168{col 75}{space 4}-.0087915{col 88}{space 3}  .050472
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0079276{col 47}{space 2} .0060199{col 58}{space 1}    1.32{col 67}{space 3}0.188{col 75}{space 4}-.0038976{col 88}{space 3} .0197529
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000507{col 47}{space 2} .0000207{col 58}{space 1}   -2.45{col 67}{space 3}0.015{col 75}{space 4}-.0000913{col 88}{space 3}  -.00001
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0274368{col 47}{space 2} .0051821{col 58}{space 1}   -5.29{col 67}{space 3}0.000{col 75}{space 4}-.0376162{col 88}{space 3}-.0172573
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0969117{col 47}{space 2}  .020235{col 58}{space 1}    4.79{col 67}{space 3}0.000{col 75}{space 4} .0571632{col 88}{space 3} .1366601
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-5.89e-08{col 47}{space 2} 2.22e-08{col 58}{space 1}   -2.66{col 67}{space 3}0.008{col 75}{space 4}-1.02e-07{col 88}{space 3}-1.54e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.57e-08{col 47}{space 2} 2.59e-08{col 58}{space 1}    1.00{col 67}{space 3}0.320{col 75}{space 4}-2.51e-08{col 88}{space 3} 7.66e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001248{col 47}{space 2} .0002337{col 58}{space 1}   -0.53{col 67}{space 3}0.594{col 75}{space 4}-.0005838{col 88}{space 3} .0003342
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000378{col 47}{space 2} .0000986{col 58}{space 1}   -0.38{col 67}{space 3}0.702{col 75}{space 4}-.0002314{col 88}{space 3} .0001558
{txt}{space 33} {c |}
{space 15}IEdu#c.B_mod_edsys {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0270322{col 47}{space 2} .0232796{col 58}{space 1}    1.16{col 67}{space 3}0.246{col 75}{space 4}-.0186969{col 88}{space 3} .0727614
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0817645{col 47}{space 2} .0266114{col 58}{space 1}    3.07{col 67}{space 3}0.002{col 75}{space 4} .0294906{col 88}{space 3} .1340383
{txt}{space 33} {c |}
{space 15}IEdu#c.W_mod_edsys {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0324711{col 47}{space 2} .0178827{col 58}{space 1}   -1.82{col 67}{space 3}0.070{col 75}{space 4}-.0675989{col 88}{space 3} .0026567
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0162975{col 47}{space 2} .0187823{col 58}{space 1}   -0.87{col 67}{space 3}0.386{col 75}{space 4}-.0531923{col 88}{space 3} .0205974
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.0239815{col 47}{space 2} .2565509{col 58}{space 1}   -0.09{col 67}{space 3}0.926{col 75}{space 4}-.5279354{col 88}{space 3} .4799724
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_mod_edsys}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_mod_edsys              {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0071842{col 38}{space 2} .0162307{col 49}{space 1}    0.44{col 58}{space 3}0.658{col 66}{space 4}-.0246275{col 79}{space 3} .0389958
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0252869{col 38}{space 2} .0123953{col 49}{space 1}   -2.04{col 58}{space 3}0.041{col 66}{space 4}-.0495814{col 79}{space 3}-.0009925
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0091133{col 38}{space 2}  .014919{col 49}{space 1}   -0.61{col 58}{space 3}0.541{col 66}{space 4}-.0383539{col 79}{space 3} .0201273
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     24.62
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1855
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1650
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1223
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1548

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_mod_edsys {c |}{col 35}{res}{space 2} .0032802{col 47}{space 2} .0296039{col 58}{space 1}    0.11{col 67}{space 3}0.912{col 75}{space 4}-.0548726{col 88}{space 3} .0614329
{txt}{space 22}W_mod_edsys {c |}{col 35}{res}{space 2} .0396853{col 47}{space 2} .0207285{col 58}{space 1}    1.91{col 67}{space 3}0.056{col 75}{space 4} -.001033{col 88}{space 3} .0804037
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0374991{col 47}{space 2} .0128439{col 58}{space 1}    2.92{col 67}{space 3}0.004{col 75}{space 4}  .012269{col 88}{space 3} .0627291
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0866104{col 47}{space 2} .0155525{col 58}{space 1}    5.57{col 67}{space 3}0.000{col 75}{space 4} .0560597{col 88}{space 3} .1171612
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0342836{col 47}{space 2} .0077411{col 58}{space 1}    4.43{col 67}{space 3}0.000{col 75}{space 4} .0190773{col 88}{space 3} .0494899
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0625385{col 47}{space 2} .0119421{col 58}{space 1}    5.24{col 67}{space 3}0.000{col 75}{space 4}   .03908{col 88}{space 3}  .085997
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0308437{col 47}{space 2} .0099489{col 58}{space 1}    3.10{col 67}{space 3}0.002{col 75}{space 4} .0113005{col 88}{space 3}  .050387
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0233893{col 47}{space 2} .0152454{col 58}{space 1}    1.53{col 67}{space 3}0.126{col 75}{space 4}-.0065581{col 88}{space 3} .0533368
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0029181{col 47}{space 2} .0062938{col 58}{space 1}    0.46{col 67}{space 3}0.643{col 75}{space 4}-.0094452{col 88}{space 3} .0152814
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000151{col 47}{space 2} .0000213{col 58}{space 1}   -0.71{col 67}{space 3}0.478{col 75}{space 4}-.0000569{col 88}{space 3} .0000267
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0215454{col 47}{space 2} .0053956{col 58}{space 1}   -3.99{col 67}{space 3}0.000{col 75}{space 4}-.0321444{col 88}{space 3}-.0109464
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1024483{col 47}{space 2} .0206891{col 58}{space 1}    4.95{col 67}{space 3}0.000{col 75}{space 4} .0618075{col 88}{space 3} .1430891
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-6.57e-08{col 47}{space 2} 2.31e-08{col 58}{space 1}   -2.85{col 67}{space 3}0.005{col 75}{space 4}-1.11e-07{col 88}{space 3}-2.04e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.83e-08{col 47}{space 2} 2.67e-08{col 58}{space 1}    1.43{col 67}{space 3}0.152{col 75}{space 4}-1.42e-08{col 88}{space 3} 9.08e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001362{col 47}{space 2} .0002382{col 58}{space 1}   -0.57{col 67}{space 3}0.568{col 75}{space 4}-.0006042{col 88}{space 3} .0003317
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} 6.06e-06{col 47}{space 2} .0001019{col 58}{space 1}    0.06{col 67}{space 3}0.953{col 75}{space 4} -.000194{col 88}{space 3} .0002061
{txt}{space 33} {c |}
{space 12}edu3cat#c.B_mod_edsys {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0455687{col 47}{space 2} .0263036{col 58}{space 1}   -1.73{col 67}{space 3}0.084{col 75}{space 4}-.0972383{col 88}{space 3}  .006101
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0263335{col 47}{space 2} .0323237{col 58}{space 1}    0.81{col 67}{space 3}0.416{col 75}{space 4}-.0371617{col 88}{space 3} .0898288
{txt}{space 33} {c |}
{space 12}edu3cat#c.W_mod_edsys {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0470454{col 47}{space 2} .0219777{col 58}{space 1}   -2.14{col 67}{space 3}0.033{col 75}{space 4}-.0902176{col 88}{space 3}-.0038733
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} -.082941{col 47}{space 2}  .023555{col 58}{space 1}   -3.52{col 67}{space 3}0.000{col 75}{space 4}-.1292115{col 88}{space 3}-.0366704
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .0990146{col 47}{space 2} .2674036{col 58}{space 1}    0.37{col 67}{space 3}0.711{col 75}{space 4} -.426262{col 88}{space 3} .6242912
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_mod_edsys}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_mod_edsys              {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0396853{col 38}{space 2} .0207285{col 49}{space 1}    1.91{col 58}{space 3}0.056{col 66}{space 4}-.0009419{col 79}{space 3} .0803126
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0073601{col 38}{space 2} .0110195{col 49}{space 1}   -0.67{col 58}{space 3}0.504{col 66}{space 4} -.028958{col 79}{space 3} .0142378
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0432556{col 38}{space 2} .0157631{col 49}{space 1}   -2.74{col 58}{space 3}0.006{col 66}{space 4}-.0741508{col 79}{space 3}-.0123605
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,370
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     27.17
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1919
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1722
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1307
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1537

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_duration_prim {c |}{col 35}{res}{space 2}-.0367349{col 47}{space 2} .0185478{col 58}{space 1}   -1.98{col 67}{space 3}0.048{col 75}{space 4}-.0731694{col 88}{space 3}-.0003004
{txt}{space 18}W_duration_prim {c |}{col 35}{res}{space 2} .0500502{col 47}{space 2} .0200315{col 58}{space 1}    2.50{col 67}{space 3}0.013{col 75}{space 4} .0107011{col 88}{space 3} .0893993
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0510804{col 47}{space 2} .0085881{col 58}{space 1}    5.95{col 67}{space 3}0.000{col 75}{space 4} .0342104{col 88}{space 3} .0679505
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0942077{col 47}{space 2}  .010272{col 58}{space 1}    9.17{col 67}{space 3}0.000{col 75}{space 4} .0740297{col 88}{space 3} .1143856
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0203517{col 47}{space 2} .0076697{col 58}{space 1}    2.65{col 67}{space 3}0.008{col 75}{space 4} .0052857{col 88}{space 3} .0354176
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0430697{col 47}{space 2} .0119682{col 58}{space 1}    3.60{col 67}{space 3}0.000{col 75}{space 4} .0195599{col 88}{space 3} .0665795
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0276255{col 47}{space 2} .0094233{col 58}{space 1}    2.93{col 67}{space 3}0.004{col 75}{space 4} .0091147{col 88}{space 3} .0461363
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0209786{col 47}{space 2} .0149678{col 58}{space 1}    1.40{col 67}{space 3}0.162{col 75}{space 4}-.0084235{col 88}{space 3} .0503807
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0068841{col 47}{space 2} .0060406{col 58}{space 1}    1.14{col 67}{space 3}0.255{col 75}{space 4}-.0049819{col 88}{space 3} .0187501
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000505{col 47}{space 2} .0000207{col 58}{space 1}   -2.44{col 67}{space 3}0.015{col 75}{space 4} -.000091{col 88}{space 3}-9.88e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0275893{col 47}{space 2} .0051562{col 58}{space 1}   -5.35{col 67}{space 3}0.000{col 75}{space 4}-.0377181{col 88}{space 3}-.0174606
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0960957{col 47}{space 2} .0199705{col 58}{space 1}    4.81{col 67}{space 3}0.000{col 75}{space 4} .0568664{col 88}{space 3} .1353249
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-6.04e-08{col 47}{space 2} 2.42e-08{col 58}{space 1}   -2.50{col 67}{space 3}0.013{col 75}{space 4}-1.08e-07{col 88}{space 3}-1.29e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.23e-08{col 47}{space 2} 2.50e-08{col 58}{space 1}    1.30{col 67}{space 3}0.196{col 75}{space 4}-1.67e-08{col 88}{space 3} 8.14e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0003454{col 47}{space 2} .0001319{col 58}{space 1}   -2.62{col 67}{space 3}0.009{col 75}{space 4}-.0006044{col 88}{space 3}-.0000863
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000566{col 47}{space 2} .0000964{col 58}{space 1}   -0.59{col 67}{space 3}0.558{col 75}{space 4} -.000246{col 88}{space 3} .0001328
{txt}{space 33} {c |}
{space 11}IEdu#c.B_duration_prim {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0133078{col 47}{space 2} .0220824{col 58}{space 1}    0.60{col 67}{space 3}0.547{col 75}{space 4}  -.03007{col 88}{space 3} .0566856
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}  .066814{col 47}{space 2} .0245712{col 58}{space 1}    2.72{col 67}{space 3}0.007{col 75}{space 4} .0185474{col 88}{space 3} .1150806
{txt}{space 33} {c |}
{space 11}IEdu#c.W_duration_prim {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0526857{col 47}{space 2} .0252758{col 58}{space 1}   -2.08{col 67}{space 3}0.038{col 75}{space 4}-.1023364{col 88}{space 3} -.003035
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0513089{col 47}{space 2} .0275499{col 58}{space 1}   -1.86{col 67}{space 3}0.063{col 75}{space 4}-.1054267{col 88}{space 3} .0028089
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .0180774{col 47}{space 2} .2575587{col 58}{space 1}    0.07{col 67}{space 3}0.944{col 75}{space 4}-.4878603{col 88}{space 3} .5240151
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,370}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_duration_prim}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_duration_prim          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0500502{col 38}{space 2} .0200315{col 49}{space 1}    2.50{col 58}{space 3}0.012{col 66}{space 4} .0107891{col 79}{space 3} .0893113
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0026355{col 38}{space 2} .0158772{col 49}{space 1}   -0.17{col 58}{space 3}0.868{col 66}{space 4}-.0337542{col 79}{space 3} .0284832
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0012587{col 38}{space 2} .0212606{col 49}{space 1}   -0.06{col 58}{space 3}0.953{col 66}{space 4}-.0429287{col 79}{space 3} .0404112
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,259
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    539{txt}){col 67}= {res}     25.09
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1847
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1642
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1215
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       540{txt}{col 51}Root MSE{col 67}= {res}    0.1549

{txt}{ralign 99:(Std. err. adjusted for {res:540} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_duration_prim {c |}{col 35}{res}{space 2}-.0074026{col 47}{space 2} .0233258{col 58}{space 1}   -0.32{col 67}{space 3}0.751{col 75}{space 4}-.0532233{col 88}{space 3}  .038418
{txt}{space 18}W_duration_prim {c |}{col 35}{res}{space 2} .0394387{col 47}{space 2} .0239549{col 58}{space 1}    1.65{col 67}{space 3}0.100{col 75}{space 4}-.0076177{col 88}{space 3}  .086495
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0256868{col 47}{space 2} .0109151{col 58}{space 1}    2.35{col 67}{space 3}0.019{col 75}{space 4} .0042454{col 88}{space 3} .0471282
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0834018{col 47}{space 2} .0127651{col 58}{space 1}    6.53{col 67}{space 3}0.000{col 75}{space 4} .0583263{col 88}{space 3} .1084773
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0339668{col 47}{space 2} .0077944{col 58}{space 1}    4.36{col 67}{space 3}0.000{col 75}{space 4} .0186556{col 88}{space 3}  .049278
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0636676{col 47}{space 2} .0118781{col 58}{space 1}    5.36{col 67}{space 3}0.000{col 75}{space 4} .0403346{col 88}{space 3} .0870007
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0301022{col 47}{space 2} .0099065{col 58}{space 1}    3.04{col 67}{space 3}0.002{col 75}{space 4} .0106421{col 88}{space 3} .0495624
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0226157{col 47}{space 2}  .015178{col 58}{space 1}    1.49{col 67}{space 3}0.137{col 75}{space 4}-.0071996{col 88}{space 3}  .052431
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}  .001536{col 47}{space 2}  .006269{col 58}{space 1}    0.25{col 67}{space 3}0.807{col 75}{space 4}-.0107786{col 88}{space 3} .0138506
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-9.49e-06{col 47}{space 2} .0000214{col 58}{space 1}   -0.44{col 67}{space 3}0.657{col 75}{space 4}-.0000514{col 88}{space 3} .0000325
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0223623{col 47}{space 2} .0054274{col 58}{space 1}   -4.12{col 67}{space 3}0.000{col 75}{space 4}-.0330237{col 88}{space 3}-.0117009
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0991498{col 47}{space 2} .0203007{col 58}{space 1}    4.88{col 67}{space 3}0.000{col 75}{space 4} .0592715{col 88}{space 3}  .139028
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-6.58e-08{col 47}{space 2} 2.54e-08{col 58}{space 1}   -2.59{col 67}{space 3}0.010{col 75}{space 4}-1.16e-07{col 88}{space 3}-1.58e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.91e-08{col 47}{space 2} 2.69e-08{col 58}{space 1}    1.45{col 67}{space 3}0.147{col 75}{space 4}-1.38e-08{col 88}{space 3} 9.20e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0002385{col 47}{space 2} .0001347{col 58}{space 1}   -1.77{col 67}{space 3}0.077{col 75}{space 4} -.000503{col 88}{space 3}  .000026
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000331{col 47}{space 2}  .000101{col 58}{space 1}   -0.33{col 67}{space 3}0.743{col 75}{space 4}-.0002314{col 88}{space 3} .0001652
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_duration_prim {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0201744{col 47}{space 2} .0242088{col 58}{space 1}   -0.83{col 67}{space 3}0.405{col 75}{space 4}-.0677296{col 88}{space 3} .0273807
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0536361{col 47}{space 2} .0296306{col 58}{space 1}    1.81{col 67}{space 3}0.071{col 75}{space 4}-.0045696{col 88}{space 3} .1118417
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_duration_prim {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0151761{col 47}{space 2} .0277309{col 58}{space 1}   -0.55{col 67}{space 3}0.584{col 75}{space 4}-.0696499{col 88}{space 3} .0392978
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0914489{col 47}{space 2}  .029244{col 58}{space 1}   -3.13{col 67}{space 3}0.002{col 75}{space 4}-.1488951{col 88}{space 3}-.0340028
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .1603917{col 47}{space 2} .2661309{col 58}{space 1}    0.60{col 67}{space 3}0.547{col 75}{space 4}-.3623891{col 88}{space 3} .6831725
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,259}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_duration_prim}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_duration_prim          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0394387{col 38}{space 2} .0239549{col 49}{space 1}    1.65{col 58}{space 3}0.100{col 66}{space 4} -.007512{col 79}{space 3} .0863893
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0242626{col 38}{space 2} .0136692{col 49}{space 1}    1.77{col 58}{space 3}0.076{col 66}{space 4}-.0025286{col 79}{space 3} .0510538
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0520103{col 38}{space 2} .0213616{col 49}{space 1}   -2.43{col 58}{space 3}0.015{col 66}{space 4}-.0938783{col 79}{space 3}-.0101422
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}     27.53
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1906
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1710
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1292
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.1538

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 19}B_compr_school {c |}{col 35}{res}{space 2}-.0569901{col 47}{space 2} .0270816{col 58}{space 1}   -2.10{col 67}{space 3}0.036{col 75}{space 4}-.1101877{col 88}{space 3}-.0037926
{txt}{space 19}W_compr_school {c |}{col 35}{res}{space 2}  .002953{col 47}{space 2} .0159355{col 58}{space 1}    0.19{col 67}{space 3}0.853{col 75}{space 4}-.0283498{col 88}{space 3} .0342558
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0456716{col 47}{space 2} .0098622{col 58}{space 1}    4.63{col 67}{space 3}0.000{col 75}{space 4} .0262989{col 88}{space 3} .0650444
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}  .083227{col 47}{space 2} .0129286{col 58}{space 1}    6.44{col 67}{space 3}0.000{col 75}{space 4} .0578307{col 88}{space 3} .1086232
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0211383{col 47}{space 2} .0077298{col 58}{space 1}    2.73{col 67}{space 3}0.006{col 75}{space 4} .0059543{col 88}{space 3} .0363223
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0433424{col 47}{space 2} .0121783{col 58}{space 1}    3.56{col 67}{space 3}0.000{col 75}{space 4} .0194201{col 88}{space 3} .0672647
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0277607{col 47}{space 2} .0094466{col 58}{space 1}    2.94{col 67}{space 3}0.003{col 75}{space 4} .0092043{col 88}{space 3} .0463171
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0205009{col 47}{space 2} .0151099{col 58}{space 1}    1.36{col 67}{space 3}0.175{col 75}{space 4}-.0091802{col 88}{space 3}  .050182
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0078879{col 47}{space 2} .0060249{col 58}{space 1}    1.31{col 67}{space 3}0.191{col 75}{space 4}-.0039471{col 88}{space 3}  .019723
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}  -.00005{col 47}{space 2} .0000207{col 58}{space 1}   -2.42{col 67}{space 3}0.016{col 75}{space 4}-.0000906{col 88}{space 3}-9.33e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0272518{col 47}{space 2} .0051708{col 58}{space 1}   -5.27{col 67}{space 3}0.000{col 75}{space 4}-.0374089{col 88}{space 3}-.0170947
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0962485{col 47}{space 2} .0201973{col 58}{space 1}    4.77{col 67}{space 3}0.000{col 75}{space 4}  .056574{col 88}{space 3} .1359229
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-5.62e-08{col 47}{space 2} 2.21e-08{col 58}{space 1}   -2.54{col 67}{space 3}0.011{col 75}{space 4}-9.96e-08{col 88}{space 3}-1.28e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.36e-08{col 47}{space 2} 2.57e-08{col 58}{space 1}    0.92{col 67}{space 3}0.359{col 75}{space 4}-2.69e-08{col 88}{space 3} 7.41e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} -.000185{col 47}{space 2} .0002196{col 58}{space 1}   -0.84{col 67}{space 3}0.400{col 75}{space 4}-.0006163{col 88}{space 3} .0002464
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000372{col 47}{space 2} .0000986{col 58}{space 1}   -0.38{col 67}{space 3}0.706{col 75}{space 4}-.0002309{col 88}{space 3} .0001564
{txt}{space 33} {c |}
{space 12}IEdu#c.B_compr_school {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0258776{col 47}{space 2} .0228239{col 58}{space 1}    1.13{col 67}{space 3}0.257{col 75}{space 4}-.0189564{col 88}{space 3} .0707116
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0739386{col 47}{space 2} .0260131{col 58}{space 1}    2.84{col 67}{space 3}0.005{col 75}{space 4} .0228399{col 88}{space 3} .1250374
{txt}{space 33} {c |}
{space 12}IEdu#c.W_compr_school {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0225554{col 47}{space 2} .0180077{col 58}{space 1}   -1.25{col 67}{space 3}0.211{col 75}{space 4}-.0579286{col 88}{space 3} .0128178
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0091296{col 47}{space 2} .0187246{col 58}{space 1}   -0.49{col 67}{space 3}0.626{col 75}{space 4}-.0459111{col 88}{space 3}  .027652
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} -.024859{col 47}{space 2} .2566749{col 58}{space 1}   -0.10{col 67}{space 3}0.923{col 75}{space 4}-.5290564{col 88}{space 3} .4793384
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_compr_school}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_compr_school           {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}  .002953{col 38}{space 2} .0159355{col 49}{space 1}    0.19{col 58}{space 3}0.853{col 66}{space 4}  -.02828{col 79}{space 3}  .034186
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0196024{col 38}{space 2} .0129454{col 49}{space 1}   -1.51{col 58}{space 3}0.130{col 66}{space 4}-.0449748{col 79}{space 3} .0057701
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0061766{col 38}{space 2} .0151864{col 49}{space 1}   -0.41{col 58}{space 3}0.684{col 66}{space 4}-.0359414{col 79}{space 3} .0235883
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     24.42
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1847
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1643
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1214
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1548

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 19}B_compr_school {c |}{col 35}{res}{space 2} .0067782{col 47}{space 2} .0276722{col 58}{space 1}    0.24{col 67}{space 3}0.807{col 75}{space 4}-.0475799{col 88}{space 3} .0611364
{txt}{space 19}W_compr_school {c |}{col 35}{res}{space 2} .0368356{col 47}{space 2} .0205864{col 58}{space 1}    1.79{col 67}{space 3}0.074{col 75}{space 4}-.0036034{col 88}{space 3} .0772746
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0367171{col 47}{space 2} .0128907{col 58}{space 1}    2.85{col 67}{space 3}0.005{col 75}{space 4} .0113952{col 88}{space 3} .0620391
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0879195{col 47}{space 2} .0155462{col 58}{space 1}    5.66{col 67}{space 3}0.000{col 75}{space 4} .0573813{col 88}{space 3} .1184578
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0345542{col 47}{space 2} .0077549{col 58}{space 1}    4.46{col 67}{space 3}0.000{col 75}{space 4} .0193208{col 88}{space 3} .0497877
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0633108{col 47}{space 2} .0119563{col 58}{space 1}    5.30{col 67}{space 3}0.000{col 75}{space 4} .0398243{col 88}{space 3} .0867974
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .030971{col 47}{space 2} .0099679{col 58}{space 1}    3.11{col 67}{space 3}0.002{col 75}{space 4} .0113905{col 88}{space 3} .0505514
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0231413{col 47}{space 2} .0152791{col 58}{space 1}    1.51{col 67}{space 3}0.130{col 75}{space 4}-.0068723{col 88}{space 3} .0531549
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0027607{col 47}{space 2} .0062968{col 58}{space 1}    0.44{col 67}{space 3}0.661{col 75}{space 4}-.0096084{col 88}{space 3} .0151298
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000145{col 47}{space 2} .0000213{col 58}{space 1}   -0.68{col 67}{space 3}0.496{col 75}{space 4}-.0000562{col 88}{space 3} .0000273
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0216693{col 47}{space 2} .0053845{col 58}{space 1}   -4.02{col 67}{space 3}0.000{col 75}{space 4}-.0322463{col 88}{space 3}-.0110923
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1019682{col 47}{space 2} .0206107{col 58}{space 1}    4.95{col 67}{space 3}0.000{col 75}{space 4} .0614814{col 88}{space 3}  .142455
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-6.36e-08{col 47}{space 2} 2.29e-08{col 58}{space 1}   -2.78{col 67}{space 3}0.006{col 75}{space 4}-1.09e-07{col 88}{space 3}-1.86e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.66e-08{col 47}{space 2} 2.66e-08{col 58}{space 1}    1.38{col 67}{space 3}0.169{col 75}{space 4}-1.56e-08{col 88}{space 3} 8.87e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001751{col 47}{space 2} .0002243{col 58}{space 1}   -0.78{col 67}{space 3}0.435{col 75}{space 4}-.0006156{col 88}{space 3} .0002655
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} 4.98e-06{col 47}{space 2} .0001022{col 58}{space 1}    0.05{col 67}{space 3}0.961{col 75}{space 4}-.0001958{col 88}{space 3} .0002058
{txt}{space 33} {c |}
{space 9}edu3cat#c.B_compr_school {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0423632{col 47}{space 2} .0255549{col 58}{space 1}   -1.66{col 67}{space 3}0.098{col 75}{space 4}-.0925622{col 88}{space 3} .0078358
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0219379{col 47}{space 2} .0311273{col 58}{space 1}    0.70{col 67}{space 3}0.481{col 75}{space 4}-.0392074{col 88}{space 3} .0830831
{txt}{space 33} {c |}
{space 9}edu3cat#c.W_compr_school {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0411798{col 47}{space 2} .0217663{col 58}{space 1}   -1.89{col 67}{space 3}0.059{col 75}{space 4}-.0839366{col 88}{space 3}  .001577
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0779107{col 47}{space 2} .0236884{col 58}{space 1}   -3.29{col 67}{space 3}0.001{col 75}{space 4}-.1244431{col 88}{space 3}-.0313783
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .1048716{col 47}{space 2} .2675811{col 58}{space 1}    0.39{col 67}{space 3}0.695{col 75}{space 4}-.4207536{col 88}{space 3} .6304969
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_compr_school}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_compr_school           {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0368356{col 38}{space 2} .0205864{col 49}{space 1}    1.79{col 58}{space 3}0.074{col 66}{space 4}-.0035129{col 79}{space 3} .0771841
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0043442{col 38}{space 2} .0110838{col 49}{space 1}   -0.39{col 58}{space 3}0.695{col 66}{space 4} -.026068{col 79}{space 3} .0173796
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0410751{col 38}{space 2} .0163028{col 49}{space 1}   -2.52{col 58}{space 3}0.012{col 66}{space 4} -.073028{col 79}{space 3}-.0091222
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}     25.91
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1912
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1716
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1298
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.1537

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_share_gym {c |}{col 35}{res}{space 2}-.0314487{col 47}{space 2} .0228972{col 58}{space 1}   -1.37{col 67}{space 3}0.170{col 75}{space 4}-.0764268{col 88}{space 3} .0135293
{txt}{space 22}W_share_gym {c |}{col 35}{res}{space 2} .0198437{col 47}{space 2} .0154315{col 58}{space 1}    1.29{col 67}{space 3}0.199{col 75}{space 4}-.0104691{col 88}{space 3} .0501564
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0335022{col 47}{space 2} .0117979{col 58}{space 1}    2.84{col 67}{space 3}0.005{col 75}{space 4} .0103271{col 88}{space 3} .0566773
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0710106{col 47}{space 2} .0154003{col 58}{space 1}    4.61{col 67}{space 3}0.000{col 75}{space 4} .0407591{col 88}{space 3}  .101262
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0206086{col 47}{space 2} .0076903{col 58}{space 1}    2.68{col 67}{space 3}0.008{col 75}{space 4} .0055022{col 88}{space 3} .0357151
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0422114{col 47}{space 2} .0121148{col 58}{space 1}    3.48{col 67}{space 3}0.001{col 75}{space 4} .0184138{col 88}{space 3} .0660091
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0279072{col 47}{space 2} .0094795{col 58}{space 1}    2.94{col 67}{space 3}0.003{col 75}{space 4} .0092863{col 88}{space 3} .0465281
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .020994{col 47}{space 2} .0151745{col 58}{space 1}    1.38{col 67}{space 3}0.167{col 75}{space 4} -.008814{col 88}{space 3}  .050802
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0084065{col 47}{space 2} .0060376{col 58}{space 1}    1.39{col 67}{space 3}0.164{col 75}{space 4}-.0034534{col 88}{space 3} .0202664
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000503{col 47}{space 2} .0000206{col 58}{space 1}   -2.44{col 67}{space 3}0.015{col 75}{space 4}-.0000907{col 88}{space 3}-9.88e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0276662{col 47}{space 2} .0051801{col 58}{space 1}   -5.34{col 67}{space 3}0.000{col 75}{space 4}-.0378416{col 88}{space 3}-.0174908
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0947178{col 47}{space 2}   .01988{col 58}{space 1}    4.76{col 67}{space 3}0.000{col 75}{space 4} .0556667{col 88}{space 3} .1337689
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-4.38e-08{col 47}{space 2} 2.55e-08{col 58}{space 1}   -1.72{col 67}{space 3}0.087{col 75}{space 4}-9.39e-08{col 88}{space 3} 6.32e-09
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.90e-08{col 47}{space 2} 2.63e-08{col 58}{space 1}    0.72{col 67}{space 3}0.469{col 75}{space 4}-3.26e-08{col 88}{space 3} 7.06e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0005329{col 47}{space 2} .0001771{col 58}{space 1}   -3.01{col 67}{space 3}0.003{col 75}{space 4}-.0008807{col 88}{space 3} -.000185
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000478{col 47}{space 2} .0000973{col 58}{space 1}   -0.49{col 67}{space 3}0.624{col 75}{space 4}-.0002389{col 88}{space 3} .0001434
{txt}{space 33} {c |}
{space 15}IEdu#c.B_share_gym {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0468231{col 47}{space 2} .0241635{col 58}{space 1}    1.94{col 67}{space 3}0.053{col 75}{space 4}-.0006422{col 88}{space 3} .0942884
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0842029{col 47}{space 2} .0279965{col 58}{space 1}    3.01{col 67}{space 3}0.003{col 75}{space 4} .0292082{col 88}{space 3} .1391976
{txt}{space 33} {c |}
{space 15}IEdu#c.W_share_gym {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0243733{col 47}{space 2} .0167976{col 58}{space 1}   -1.45{col 67}{space 3}0.147{col 75}{space 4}-.0573695{col 88}{space 3} .0086229
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0028794{col 47}{space 2} .0183265{col 58}{space 1}   -0.16{col 67}{space 3}0.875{col 75}{space 4} -.038879{col 88}{space 3} .0331201
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.0418759{col 47}{space 2}  .257023{col 58}{space 1}   -0.16{col 67}{space 3}0.871{col 75}{space 4}-.5467571{col 88}{space 3} .4630053
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_share_gym}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_share_gym              {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0198437{col 38}{space 2} .0154315{col 49}{space 1}    1.29{col 58}{space 3}0.198{col 66}{space 4}-.0104015{col 79}{space 3} .0500888
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0045296{col 38}{space 2} .0123024{col 49}{space 1}   -0.37{col 58}{space 3}0.713{col 66}{space 4}-.0286418{col 79}{space 3} .0195826
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0169643{col 38}{space 2} .0144605{col 49}{space 1}    1.17{col 58}{space 3}0.241{col 66}{space 4}-.0113778{col 79}{space 3} .0453063
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     23.71
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1850
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1645
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1217
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1548

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_share_gym {c |}{col 35}{res}{space 2} .0219931{col 47}{space 2}  .029134{col 58}{space 1}    0.75{col 67}{space 3}0.451{col 75}{space 4}-.0352365{col 88}{space 3} .0792228
{txt}{space 22}W_share_gym {c |}{col 35}{res}{space 2}  .075674{col 47}{space 2} .0190153{col 58}{space 1}    3.98{col 67}{space 3}0.000{col 75}{space 4} .0383211{col 88}{space 3} .1130268
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .036899{col 47}{space 2} .0156702{col 58}{space 1}    2.35{col 67}{space 3}0.019{col 75}{space 4} .0061172{col 88}{space 3} .0676809
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0851902{col 47}{space 2} .0182386{col 58}{space 1}    4.67{col 67}{space 3}0.000{col 75}{space 4} .0493631{col 88}{space 3} .1210173
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .034622{col 47}{space 2} .0076895{col 58}{space 1}    4.50{col 67}{space 3}0.000{col 75}{space 4} .0195172{col 88}{space 3} .0497269
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0615239{col 47}{space 2} .0118686{col 58}{space 1}    5.18{col 67}{space 3}0.000{col 75}{space 4} .0382096{col 88}{space 3} .0848381
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0300764{col 47}{space 2} .0100124{col 58}{space 1}    3.00{col 67}{space 3}0.003{col 75}{space 4} .0104084{col 88}{space 3} .0497443
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0230848{col 47}{space 2} .0153063{col 58}{space 1}    1.51{col 67}{space 3}0.132{col 75}{space 4}-.0069823{col 88}{space 3} .0531518
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0035521{col 47}{space 2} .0062532{col 58}{space 1}    0.57{col 67}{space 3}0.570{col 75}{space 4}-.0087315{col 88}{space 3} .0158357
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} -.000016{col 47}{space 2} .0000212{col 58}{space 1}   -0.75{col 67}{space 3}0.453{col 75}{space 4}-.0000577{col 88}{space 3} .0000258
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0217606{col 47}{space 2} .0053884{col 58}{space 1}   -4.04{col 67}{space 3}0.000{col 75}{space 4}-.0323453{col 88}{space 3}-.0111759
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1002077{col 47}{space 2} .0203027{col 58}{space 1}    4.94{col 67}{space 3}0.000{col 75}{space 4}  .060326{col 88}{space 3} .1400894
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-6.08e-08{col 47}{space 2} 2.64e-08{col 58}{space 1}   -2.30{col 67}{space 3}0.022{col 75}{space 4}-1.13e-07{col 88}{space 3}-8.90e-09
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.47e-08{col 47}{space 2} 2.72e-08{col 58}{space 1}    0.91{col 67}{space 3}0.365{col 75}{space 4}-2.87e-08{col 88}{space 3} 7.80e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0003244{col 47}{space 2} .0001863{col 58}{space 1}   -1.74{col 67}{space 3}0.082{col 75}{space 4}-.0006903{col 88}{space 3} .0000415
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} -.000031{col 47}{space 2}  .000101{col 58}{space 1}   -0.31{col 67}{space 3}0.759{col 75}{space 4}-.0002295{col 88}{space 3} .0001674
{txt}{space 33} {c |}
{space 12}edu3cat#c.B_share_gym {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0365932{col 47}{space 2} .0281158{col 58}{space 1}   -1.30{col 67}{space 3}0.194{col 75}{space 4}-.0918227{col 88}{space 3} .0186362
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0217437{col 47}{space 2} .0340543{col 58}{space 1}    0.64{col 67}{space 3}0.523{col 75}{space 4}-.0451511{col 88}{space 3} .0886385
{txt}{space 33} {c |}
{space 12}edu3cat#c.W_share_gym {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0680071{col 47}{space 2} .0197084{col 58}{space 1}   -3.45{col 67}{space 3}0.001{col 75}{space 4}-.1067215{col 88}{space 3}-.0292926
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} -.079182{col 47}{space 2} .0224955{col 58}{space 1}   -3.52{col 67}{space 3}0.000{col 75}{space 4}-.1233711{col 88}{space 3}-.0349928
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .0732205{col 47}{space 2} .2655189{col 58}{space 1}    0.28{col 67}{space 3}0.783{col 75}{space 4}-.4483538{col 88}{space 3} .5947948
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_share_gym}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_share_gym              {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2}  .075674{col 38}{space 2} .0190153{col 49}{space 1}    3.98{col 58}{space 3}0.000{col 66}{space 4} .0384047{col 79}{space 3} .1129432
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0076669{col 38}{space 2} .0108974{col 49}{space 1}    0.70{col 58}{space 3}0.482{col 66}{space 4}-.0136917{col 79}{space 3} .0290255
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} -.003508{col 38}{space 2} .0155788{col 49}{space 1}   -0.23{col 58}{space 3}0.822{col 66}{space 4}-.0340419{col 79}{space 3} .0270258
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,521
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    629{txt}){col 67}= {res}    115.61
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2037
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1978
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1530
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       630{txt}{col 51}Root MSE{col 67}= {res}    0.2241

{txt}{ralign 99:(Std. err. adjusted for {res:630} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_mod_edsys {c |}{col 35}{res}{space 2}-.0762741{col 47}{space 2} .0207123{col 58}{space 1}   -3.68{col 67}{space 3}0.000{col 75}{space 4}-.1169478{col 88}{space 3}-.0356004
{txt}{space 22}W_mod_edsys {c |}{col 35}{res}{space 2} .0273242{col 47}{space 2} .0133108{col 58}{space 1}    2.05{col 67}{space 3}0.041{col 75}{space 4} .0011852{col 88}{space 3} .0534632
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0906849{col 47}{space 2} .0086707{col 58}{space 1}   10.46{col 67}{space 3}0.000{col 75}{space 4} .0736579{col 88}{space 3} .1077119
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1716904{col 47}{space 2} .0090413{col 58}{space 1}   18.99{col 67}{space 3}0.000{col 75}{space 4} .1539357{col 88}{space 3} .1894452
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0108211{col 47}{space 2} .0056105{col 58}{space 1}    1.93{col 67}{space 3}0.054{col 75}{space 4}-.0001964{col 88}{space 3} .0218386
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .032731{col 47}{space 2} .0079989{col 58}{space 1}    4.09{col 67}{space 3}0.000{col 75}{space 4} .0170232{col 88}{space 3} .0484388
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .021887{col 47}{space 2}  .006847{col 58}{space 1}    3.20{col 67}{space 3}0.001{col 75}{space 4} .0084411{col 88}{space 3} .0353328
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0384519{col 47}{space 2} .0100941{col 58}{space 1}    3.81{col 67}{space 3}0.000{col 75}{space 4} .0186296{col 88}{space 3} .0582742
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0000945{col 47}{space 2} .0041526{col 58}{space 1}   -0.02{col 67}{space 3}0.982{col 75}{space 4}-.0082492{col 88}{space 3} .0080602
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000361{col 47}{space 2} .0000184{col 58}{space 1}   -1.97{col 67}{space 3}0.050{col 75}{space 4}-.0000722{col 88}{space 3}-5.04e-08
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1098079{col 47}{space 2}   .00421{col 58}{space 1}  -26.08{col 67}{space 3}0.000{col 75}{space 4}-.1180753{col 88}{space 3}-.1015405
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0457582{col 47}{space 2} .0152249{col 58}{space 1}    3.01{col 67}{space 3}0.003{col 75}{space 4} .0158605{col 88}{space 3}  .075656
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 4.69e-09{col 47}{space 2} 1.69e-08{col 58}{space 1}    0.28{col 67}{space 3}0.781{col 75}{space 4}-2.84e-08{col 88}{space 3} 3.78e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.67e-08{col 47}{space 2} 1.88e-08{col 58}{space 1}    1.96{col 67}{space 3}0.051{col 75}{space 4}-1.48e-10{col 88}{space 3} 7.35e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}  .000399{col 47}{space 2} .0001693{col 58}{space 1}    2.36{col 67}{space 3}0.019{col 75}{space 4} .0000665{col 88}{space 3} .0007316
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0002159{col 47}{space 2} .0000758{col 58}{space 1}   -2.85{col 67}{space 3}0.005{col 75}{space 4}-.0003647{col 88}{space 3}-.0000671
{txt}{space 33} {c |}
{space 15}IEdu#c.B_mod_edsys {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0224773{col 47}{space 2} .0194441{col 58}{space 1}    1.16{col 67}{space 3}0.248{col 75}{space 4}-.0157058{col 88}{space 3} .0606605
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0149319{col 47}{space 2} .0196766{col 58}{space 1}    0.76{col 67}{space 3}0.448{col 75}{space 4}-.0237078{col 88}{space 3} .0535716
{txt}{space 33} {c |}
{space 15}IEdu#c.W_mod_edsys {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} -.055347{col 47}{space 2} .0146456{col 58}{space 1}   -3.78{col 67}{space 3}0.000{col 75}{space 4}-.0841071{col 88}{space 3}-.0265868
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0090201{col 47}{space 2} .0158026{col 58}{space 1}   -0.57{col 67}{space 3}0.568{col 75}{space 4}-.0400523{col 88}{space 3}  .022012
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5272968{col 47}{space 2} .1708551{col 58}{space 1}    3.09{col 67}{space 3}0.002{col 75}{space 4} .1917813{col 88}{space 3} .8628122
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,521}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_mod_edsys}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_mod_edsys              {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0273242{col 38}{space 2} .0133108{col 49}{space 1}    2.05{col 58}{space 3}0.040{col 66}{space 4} .0012355{col 79}{space 3} .0534129
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0280228{col 38}{space 2}  .010002{col 49}{space 1}   -2.80{col 58}{space 3}0.005{col 66}{space 4}-.0476263{col 79}{space 3}-.0084193
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0183041{col 38}{space 2} .0108721{col 49}{space 1}    1.68{col 58}{space 3}0.092{col 66}{space 4}-.0030049{col 79}{space 3}  .039613
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,225
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    627{txt}){col 67}= {res}     90.83
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1768
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1705
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1267
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       628{txt}{col 51}Root MSE{col 67}= {res}    0.2282

{txt}{ralign 99:(Std. err. adjusted for {res:628} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_mod_edsys {c |}{col 35}{res}{space 2}-.0710458{col 47}{space 2} .0239935{col 58}{space 1}   -2.96{col 67}{space 3}0.003{col 75}{space 4}-.1181631{col 88}{space 3}-.0239284
{txt}{space 22}W_mod_edsys {c |}{col 35}{res}{space 2} .0606214{col 47}{space 2} .0183488{col 58}{space 1}    3.30{col 67}{space 3}0.001{col 75}{space 4} .0245889{col 88}{space 3} .0966539
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0289917{col 47}{space 2} .0120862{col 58}{space 1}    2.40{col 67}{space 3}0.017{col 75}{space 4} .0052573{col 88}{space 3} .0527261
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1327898{col 47}{space 2} .0130253{col 58}{space 1}   10.19{col 67}{space 3}0.000{col 75}{space 4} .1072113{col 88}{space 3} .1583682
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0318417{col 47}{space 2}  .005475{col 58}{space 1}    5.82{col 67}{space 3}0.000{col 75}{space 4} .0210902{col 88}{space 3} .0425931
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0682682{col 47}{space 2} .0082269{col 58}{space 1}    8.30{col 67}{space 3}0.000{col 75}{space 4} .0521125{col 88}{space 3} .0844238
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0301599{col 47}{space 2} .0069674{col 58}{space 1}    4.33{col 67}{space 3}0.000{col 75}{space 4} .0164777{col 88}{space 3} .0438422
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0471679{col 47}{space 2} .0102296{col 58}{space 1}    4.61{col 67}{space 3}0.000{col 75}{space 4} .0270796{col 88}{space 3} .0672563
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0049827{col 47}{space 2} .0041947{col 58}{space 1}   -1.19{col 67}{space 3}0.235{col 75}{space 4}  -.01322{col 88}{space 3} .0032546
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-7.17e-06{col 47}{space 2} .0000191{col 58}{space 1}   -0.38{col 67}{space 3}0.707{col 75}{space 4}-.0000446{col 88}{space 3} .0000303
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0960972{col 47}{space 2} .0042779{col 58}{space 1}  -22.46{col 67}{space 3}0.000{col 75}{space 4}-.1044979{col 88}{space 3}-.0876965
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0578492{col 47}{space 2} .0161974{col 58}{space 1}    3.57{col 67}{space 3}0.000{col 75}{space 4} .0260414{col 88}{space 3} .0896571
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-2.28e-09{col 47}{space 2} 1.71e-08{col 58}{space 1}   -0.13{col 67}{space 3}0.894{col 75}{space 4}-3.59e-08{col 88}{space 3} 3.13e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.73e-08{col 47}{space 2} 1.93e-08{col 58}{space 1}    2.96{col 67}{space 3}0.003{col 75}{space 4} 1.93e-08{col 88}{space 3} 9.52e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0005002{col 47}{space 2} .0001772{col 58}{space 1}    2.82{col 67}{space 3}0.005{col 75}{space 4} .0001523{col 88}{space 3} .0008481
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001954{col 47}{space 2}  .000078{col 58}{space 1}   -2.50{col 67}{space 3}0.013{col 75}{space 4}-.0003486{col 88}{space 3}-.0000422
{txt}{space 33} {c |}
{space 12}edu3cat#c.B_mod_edsys {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0107538{col 47}{space 2} .0233505{col 58}{space 1}    0.46{col 67}{space 3}0.645{col 75}{space 4}-.0351008{col 88}{space 3} .0566084
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0253493{col 47}{space 2} .0262051{col 58}{space 1}    0.97{col 67}{space 3}0.334{col 75}{space 4}-.0261112{col 88}{space 3} .0768098
{txt}{space 33} {c |}
{space 12}edu3cat#c.W_mod_edsys {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0655062{col 47}{space 2} .0192875{col 58}{space 1}   -3.40{col 67}{space 3}0.001{col 75}{space 4}-.1033822{col 88}{space 3}-.0276302
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0672083{col 47}{space 2} .0218415{col 58}{space 1}   -3.08{col 67}{space 3}0.002{col 75}{space 4}-.1100995{col 88}{space 3} -.024317
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .6763909{col 47}{space 2} .1747283{col 58}{space 1}    3.87{col 67}{space 3}0.000{col 75}{space 4} .3332674{col 88}{space 3} 1.019514
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,225}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_mod_edsys}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_mod_edsys              {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0606214{col 38}{space 2} .0183488{col 49}{space 1}    3.30{col 58}{space 3}0.001{col 66}{space 4} .0246585{col 79}{space 3} .0965844
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0048847{col 38}{space 2} .0089673{col 49}{space 1}   -0.54{col 58}{space 3}0.586{col 66}{space 4}-.0224603{col 79}{space 3} .0126908
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0065868{col 38}{space 2} .0125672{col 49}{space 1}   -0.52{col 58}{space 3}0.600{col 66}{space 4} -.031218{col 79}{space 3} .0180443
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,495
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    627{txt}){col 67}= {res}    116.11
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2024
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1964
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1516
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       628{txt}{col 51}Root MSE{col 67}= {res}    0.2244

{txt}{ralign 99:(Std. err. adjusted for {res:628} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_duration_prim {c |}{col 35}{res}{space 2}-.0376042{col 47}{space 2} .0145339{col 58}{space 1}   -2.59{col 67}{space 3}0.010{col 75}{space 4}-.0661453{col 88}{space 3}-.0090631
{txt}{space 18}W_duration_prim {c |}{col 35}{res}{space 2} .0219368{col 47}{space 2} .0171454{col 58}{space 1}    1.28{col 67}{space 3}0.201{col 75}{space 4}-.0117325{col 88}{space 3} .0556062
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0964023{col 47}{space 2} .0070964{col 58}{space 1}   13.58{col 67}{space 3}0.000{col 75}{space 4} .0824667{col 88}{space 3} .1103379
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1757153{col 47}{space 2} .0075859{col 58}{space 1}   23.16{col 67}{space 3}0.000{col 75}{space 4} .1608184{col 88}{space 3} .1906122
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0101987{col 47}{space 2} .0056368{col 58}{space 1}    1.81{col 67}{space 3}0.071{col 75}{space 4}-.0008707{col 88}{space 3}  .021268
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0331629{col 47}{space 2} .0080073{col 58}{space 1}    4.14{col 67}{space 3}0.000{col 75}{space 4} .0174385{col 88}{space 3} .0488872
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0218069{col 47}{space 2}  .006877{col 58}{space 1}    3.17{col 67}{space 3}0.002{col 75}{space 4} .0083022{col 88}{space 3} .0353117
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0379139{col 47}{space 2} .0101253{col 58}{space 1}    3.74{col 67}{space 3}0.000{col 75}{space 4} .0180303{col 88}{space 3} .0577974
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0010168{col 47}{space 2} .0041455{col 58}{space 1}   -0.25{col 67}{space 3}0.806{col 75}{space 4}-.0091576{col 88}{space 3}  .007124
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000358{col 47}{space 2} .0000182{col 58}{space 1}   -1.96{col 67}{space 3}0.050{col 75}{space 4}-.0000716{col 88}{space 3} 4.06e-08
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2} -.109607{col 47}{space 2} .0042171{col 58}{space 1}  -25.99{col 67}{space 3}0.000{col 75}{space 4}-.1178884{col 88}{space 3}-.1013257
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .043223{col 47}{space 2}  .015284{col 58}{space 1}    2.83{col 67}{space 3}0.005{col 75}{space 4}  .013209{col 88}{space 3}  .073237
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-5.63e-09{col 47}{space 2} 1.77e-08{col 58}{space 1}   -0.32{col 67}{space 3}0.750{col 75}{space 4}-4.03e-08{col 88}{space 3} 2.91e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.52e-08{col 47}{space 2} 1.93e-08{col 58}{space 1}    2.86{col 67}{space 3}0.004{col 75}{space 4} 1.73e-08{col 88}{space 3} 9.31e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0000998{col 47}{space 2} .0000969{col 58}{space 1}   -1.03{col 67}{space 3}0.304{col 75}{space 4}-.0002901{col 88}{space 3} .0000906
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} -.000188{col 47}{space 2} .0000742{col 58}{space 1}   -2.53{col 67}{space 3}0.012{col 75}{space 4}-.0003338{col 88}{space 3}-.0000423
{txt}{space 33} {c |}
{space 11}IEdu#c.B_duration_prim {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0246815{col 47}{space 2}  .017097{col 58}{space 1}    1.44{col 67}{space 3}0.149{col 75}{space 4}-.0088928{col 88}{space 3} .0582558
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}  .017567{col 47}{space 2} .0181665{col 58}{space 1}    0.97{col 67}{space 3}0.334{col 75}{space 4}-.0181075{col 88}{space 3} .0532415
{txt}{space 33} {c |}
{space 11}IEdu#c.W_duration_prim {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0413528{col 47}{space 2} .0195708{col 58}{space 1}   -2.11{col 67}{space 3}0.035{col 75}{space 4}-.0797851{col 88}{space 3}-.0029206
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0409551{col 47}{space 2} .0219014{col 58}{space 1}   -1.87{col 67}{space 3}0.062{col 75}{space 4} -.083964{col 88}{space 3} .0020538
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5700338{col 47}{space 2} .1710346{col 58}{space 1}    3.33{col 67}{space 3}0.001{col 75}{space 4} .2341638{col 88}{space 3} .9059039
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,495}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_duration_prim}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_duration_prim          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0219368{col 38}{space 2} .0171454{col 49}{space 1}    1.28{col 58}{space 3}0.201{col 66}{space 4}-.0116675{col 79}{space 3} .0555412
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} -.019416{col 38}{space 2} .0111953{col 49}{space 1}   -1.73{col 58}{space 3}0.083{col 66}{space 4}-.0413583{col 79}{space 3} .0025263
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0190183{col 38}{space 2} .0136081{col 49}{space 1}   -1.40{col 58}{space 3}0.162{col 66}{space 4}-.0456897{col 79}{space 3}  .007653
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,200
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    625{txt}){col 67}= {res}     90.55
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1764
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1701
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1262
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       626{txt}{col 51}Root MSE{col 67}= {res}    0.2283

{txt}{ralign 99:(Std. err. adjusted for {res:626} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_duration_prim {c |}{col 35}{res}{space 2}-.0263464{col 47}{space 2} .0198446{col 58}{space 1}   -1.33{col 67}{space 3}0.185{col 75}{space 4}-.0653165{col 88}{space 3} .0126237
{txt}{space 18}W_duration_prim {c |}{col 35}{res}{space 2} .0536895{col 47}{space 2} .0199842{col 58}{space 1}    2.69{col 67}{space 3}0.007{col 75}{space 4} .0144451{col 88}{space 3} .0929339
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0325178{col 47}{space 2} .0097625{col 58}{space 1}    3.33{col 67}{space 3}0.001{col 75}{space 4} .0133467{col 88}{space 3}  .051689
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1373629{col 47}{space 2} .0108569{col 58}{space 1}   12.65{col 67}{space 3}0.000{col 75}{space 4} .1160426{col 88}{space 3} .1586833
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0309515{col 47}{space 2} .0054774{col 58}{space 1}    5.65{col 67}{space 3}0.000{col 75}{space 4} .0201952{col 88}{space 3} .0417078
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0683328{col 47}{space 2} .0082201{col 58}{space 1}    8.31{col 67}{space 3}0.000{col 75}{space 4} .0521905{col 88}{space 3} .0844751
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0307362{col 47}{space 2}  .006962{col 58}{space 1}    4.41{col 67}{space 3}0.000{col 75}{space 4} .0170645{col 88}{space 3} .0444079
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .047753{col 47}{space 2} .0102235{col 58}{space 1}    4.67{col 67}{space 3}0.000{col 75}{space 4} .0276764{col 88}{space 3} .0678296
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0061567{col 47}{space 2} .0042157{col 58}{space 1}   -1.46{col 67}{space 3}0.145{col 75}{space 4}-.0144354{col 88}{space 3} .0021219
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-3.25e-06{col 47}{space 2}  .000019{col 58}{space 1}   -0.17{col 67}{space 3}0.864{col 75}{space 4}-.0000405{col 88}{space 3}  .000034
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0965415{col 47}{space 2} .0042822{col 58}{space 1}  -22.54{col 67}{space 3}0.000{col 75}{space 4}-.1049507{col 88}{space 3}-.0881323
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0531163{col 47}{space 2} .0161995{col 58}{space 1}    3.28{col 67}{space 3}0.001{col 75}{space 4} .0213043{col 88}{space 3} .0849282
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-2.21e-08{col 47}{space 2} 1.84e-08{col 58}{space 1}   -1.20{col 67}{space 3}0.230{col 75}{space 4}-5.81e-08{col 88}{space 3} 1.40e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.03e-08{col 47}{space 2} 2.01e-08{col 58}{space 1}    3.01{col 67}{space 3}0.003{col 75}{space 4} 2.09e-08{col 88}{space 3} 9.97e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0000612{col 47}{space 2} .0001009{col 58}{space 1}    0.61{col 67}{space 3}0.544{col 75}{space 4}-.0001369{col 88}{space 3} .0002594
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001684{col 47}{space 2} .0000758{col 58}{space 1}   -2.22{col 67}{space 3}0.027{col 75}{space 4}-.0003173{col 88}{space 3}-.0000196
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_duration_prim {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .001264{col 47}{space 2} .0211751{col 58}{space 1}    0.06{col 67}{space 3}0.952{col 75}{space 4} -.040319{col 88}{space 3} .0428469
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0179273{col 47}{space 2} .0248102{col 58}{space 1}    0.72{col 67}{space 3}0.470{col 75}{space 4}-.0307941{col 88}{space 3} .0666488
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_duration_prim {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} -.072363{col 47}{space 2} .0230869{col 58}{space 1}   -3.13{col 67}{space 3}0.002{col 75}{space 4}-.1177002{col 88}{space 3}-.0270257
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0967819{col 47}{space 2} .0269704{col 58}{space 1}   -3.59{col 67}{space 3}0.000{col 75}{space 4}-.1497455{col 88}{space 3}-.0438183
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .7257048{col 47}{space 2} .1755338{col 58}{space 1}    4.13{col 67}{space 3}0.000{col 75}{space 4} .3809974{col 88}{space 3} 1.070412
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,200}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_duration_prim}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_duration_prim          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0536895{col 38}{space 2} .0199842{col 49}{space 1}    2.69{col 58}{space 3}0.007{col 66}{space 4} .0145211{col 79}{space 3} .0928579
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0186735{col 38}{space 2} .0115011{col 49}{space 1}   -1.62{col 58}{space 3}0.104{col 66}{space 4}-.0412152{col 79}{space 3} .0038683
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0430924{col 38}{space 2}  .016475{col 49}{space 1}   -2.62{col 58}{space 3}0.009{col 66}{space 4}-.0753828{col 79}{space 3} -.010802
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,521
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    629{txt}){col 67}= {res}    114.35
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2039
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1979
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1532
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       630{txt}{col 51}Root MSE{col 67}= {res}    0.2241

{txt}{ralign 99:(Std. err. adjusted for {res:630} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 19}B_compr_school {c |}{col 35}{res}{space 2}-.0685656{col 47}{space 2} .0191284{col 58}{space 1}   -3.58{col 67}{space 3}0.000{col 75}{space 4}-.1061288{col 88}{space 3}-.0310024
{txt}{space 19}W_compr_school {c |}{col 35}{res}{space 2} .0310409{col 47}{space 2} .0130562{col 58}{space 1}    2.38{col 67}{space 3}0.018{col 75}{space 4} .0054019{col 88}{space 3} .0566799
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0915903{col 47}{space 2}   .00862{col 58}{space 1}   10.63{col 67}{space 3}0.000{col 75}{space 4} .0746628{col 88}{space 3} .1085179
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1708231{col 47}{space 2} .0089918{col 58}{space 1}   19.00{col 67}{space 3}0.000{col 75}{space 4} .1531655{col 88}{space 3} .1884808
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0109339{col 47}{space 2}  .005642{col 58}{space 1}    1.94{col 67}{space 3}0.053{col 75}{space 4}-.0001454{col 88}{space 3} .0220133
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0327678{col 47}{space 2} .0080012{col 58}{space 1}    4.10{col 67}{space 3}0.000{col 75}{space 4} .0170556{col 88}{space 3} .0484801
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0218818{col 47}{space 2} .0068497{col 58}{space 1}    3.19{col 67}{space 3}0.001{col 75}{space 4} .0084307{col 88}{space 3} .0353328
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .038598{col 47}{space 2} .0100971{col 58}{space 1}    3.82{col 67}{space 3}0.000{col 75}{space 4} .0187698{col 88}{space 3} .0584262
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0000393{col 47}{space 2} .0041494{col 58}{space 1}    0.01{col 67}{space 3}0.992{col 75}{space 4} -.008109{col 88}{space 3} .0081876
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000366{col 47}{space 2} .0000184{col 58}{space 1}   -1.99{col 67}{space 3}0.047{col 75}{space 4}-.0000727{col 88}{space 3}-5.47e-07
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1097149{col 47}{space 2} .0042246{col 58}{space 1}  -25.97{col 67}{space 3}0.000{col 75}{space 4} -.118011{col 88}{space 3}-.1014189
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0458189{col 47}{space 2} .0152252{col 58}{space 1}    3.01{col 67}{space 3}0.003{col 75}{space 4} .0159205{col 88}{space 3} .0757174
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 1.06e-08{col 47}{space 2} 1.69e-08{col 58}{space 1}    0.63{col 67}{space 3}0.528{col 75}{space 4}-2.25e-08{col 88}{space 3} 4.37e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.54e-08{col 47}{space 2} 1.88e-08{col 58}{space 1}    1.88{col 67}{space 3}0.060{col 75}{space 4}-1.56e-09{col 88}{space 3} 7.23e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0003458{col 47}{space 2} .0001553{col 58}{space 1}    2.23{col 67}{space 3}0.026{col 75}{space 4} .0000408{col 88}{space 3} .0006507
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0002109{col 47}{space 2} .0000747{col 58}{space 1}   -2.82{col 67}{space 3}0.005{col 75}{space 4}-.0003576{col 88}{space 3}-.0000641
{txt}{space 33} {c |}
{space 12}IEdu#c.B_compr_school {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0178105{col 47}{space 2} .0185699{col 58}{space 1}    0.96{col 67}{space 3}0.338{col 75}{space 4}-.0186561{col 88}{space 3}  .054277
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0146638{col 47}{space 2} .0189103{col 58}{space 1}    0.78{col 67}{space 3}0.438{col 75}{space 4}-.0224711{col 88}{space 3} .0517987
{txt}{space 33} {c |}
{space 12}IEdu#c.W_compr_school {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} -.062106{col 47}{space 2} .0144978{col 58}{space 1}   -4.28{col 67}{space 3}0.000{col 75}{space 4}-.0905761{col 88}{space 3} -.033636
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0166461{col 47}{space 2} .0159727{col 58}{space 1}   -1.04{col 67}{space 3}0.298{col 75}{space 4}-.0480124{col 88}{space 3} .0147201
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5214384{col 47}{space 2} .1707477{col 58}{space 1}    3.05{col 67}{space 3}0.002{col 75}{space 4} .1861338{col 88}{space 3} .8567429
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,521}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_compr_school}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_compr_school           {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0310409{col 38}{space 2} .0130562{col 49}{space 1}    2.38{col 58}{space 3}0.017{col 66}{space 4} .0054512{col 79}{space 3} .0566305
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0310651{col 38}{space 2} .0099507{col 49}{space 1}   -3.12{col 58}{space 3}0.002{col 66}{space 4}-.0505682{col 79}{space 3}-.0115621
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0143948{col 38}{space 2} .0107359{col 49}{space 1}    1.34{col 58}{space 3}0.180{col 66}{space 4}-.0066472{col 79}{space 3} .0354367
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,225
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    627{txt}){col 67}= {res}     92.49
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1770
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1708
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1269
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       628{txt}{col 51}Root MSE{col 67}= {res}    0.2282

{txt}{ralign 99:(Std. err. adjusted for {res:628} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 19}B_compr_school {c |}{col 35}{res}{space 2}-.0624518{col 47}{space 2} .0219289{col 58}{space 1}   -2.85{col 67}{space 3}0.005{col 75}{space 4}-.1055149{col 88}{space 3}-.0193888
{txt}{space 19}W_compr_school {c |}{col 35}{res}{space 2} .0638208{col 47}{space 2} .0188401{col 58}{space 1}    3.39{col 67}{space 3}0.001{col 75}{space 4} .0268234{col 88}{space 3} .1008182
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0306255{col 47}{space 2} .0120898{col 58}{space 1}    2.53{col 67}{space 3}0.012{col 75}{space 4} .0068842{col 88}{space 3} .0543668
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}  .133962{col 47}{space 2} .0130693{col 58}{space 1}   10.25{col 67}{space 3}0.000{col 75}{space 4} .1082971{col 88}{space 3} .1596269
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0319837{col 47}{space 2} .0054924{col 58}{space 1}    5.82{col 67}{space 3}0.000{col 75}{space 4} .0211981{col 88}{space 3} .0427693
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0686164{col 47}{space 2} .0082158{col 58}{space 1}    8.35{col 67}{space 3}0.000{col 75}{space 4} .0524826{col 88}{space 3} .0847503
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0302119{col 47}{space 2} .0069619{col 58}{space 1}    4.34{col 67}{space 3}0.000{col 75}{space 4} .0165404{col 88}{space 3} .0438834
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0470048{col 47}{space 2} .0102009{col 58}{space 1}    4.61{col 67}{space 3}0.000{col 75}{space 4} .0269728{col 88}{space 3} .0670369
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0046874{col 47}{space 2} .0041914{col 58}{space 1}   -1.12{col 67}{space 3}0.264{col 75}{space 4}-.0129182{col 88}{space 3} .0035434
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-8.96e-06{col 47}{space 2}  .000019{col 58}{space 1}   -0.47{col 67}{space 3}0.638{col 75}{space 4}-.0000463{col 88}{space 3} .0000284
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0958866{col 47}{space 2} .0042814{col 58}{space 1}  -22.40{col 67}{space 3}0.000{col 75}{space 4}-.1042943{col 88}{space 3} -.087479
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0580504{col 47}{space 2} .0162103{col 58}{space 1}    3.58{col 67}{space 3}0.000{col 75}{space 4} .0262174{col 88}{space 3} .0898835
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 4.06e-09{col 47}{space 2} 1.70e-08{col 58}{space 1}    0.24{col 67}{space 3}0.812{col 75}{space 4}-2.94e-08{col 88}{space 3} 3.75e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.62e-08{col 47}{space 2} 1.94e-08{col 58}{space 1}    2.90{col 67}{space 3}0.004{col 75}{space 4} 1.82e-08{col 88}{space 3} 9.43e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0004428{col 47}{space 2}  .000167{col 58}{space 1}    2.65{col 67}{space 3}0.008{col 75}{space 4} .0001149{col 88}{space 3} .0007707
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001846{col 47}{space 2}  .000077{col 58}{space 1}   -2.40{col 67}{space 3}0.017{col 75}{space 4}-.0003357{col 88}{space 3}-.0000335
{txt}{space 33} {c |}
{space 9}edu3cat#c.B_compr_school {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .007002{col 47}{space 2} .0222454{col 58}{space 1}    0.31{col 67}{space 3}0.753{col 75}{space 4}-.0366824{col 88}{space 3} .0506865
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0204461{col 47}{space 2} .0249816{col 58}{space 1}    0.82{col 67}{space 3}0.413{col 75}{space 4}-.0286117{col 88}{space 3} .0695038
{txt}{space 33} {c |}
{space 9}edu3cat#c.W_compr_school {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0681489{col 47}{space 2} .0198015{col 58}{space 1}   -3.44{col 67}{space 3}0.001{col 75}{space 4}-.1070342{col 88}{space 3}-.0292635
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0813009{col 47}{space 2} .0220129{col 58}{space 1}   -3.69{col 67}{space 3}0.000{col 75}{space 4}-.1245289{col 88}{space 3}-.0380729
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .6648156{col 47}{space 2} .1747222{col 58}{space 1}    3.80{col 67}{space 3}0.000{col 75}{space 4}  .321704{col 88}{space 3} 1.007927
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,225}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_compr_school}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_compr_school           {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0638208{col 38}{space 2} .0188401{col 49}{space 1}    3.39{col 58}{space 3}0.001{col 66}{space 4} .0268948{col 79}{space 3} .1007467
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0043281{col 38}{space 2} .0090098{col 49}{space 1}   -0.48{col 58}{space 3}0.631{col 66}{space 4} -.021987{col 79}{space 3} .0133308
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0174801{col 38}{space 2} .0121522{col 49}{space 1}   -1.44{col 58}{space 3}0.150{col 66}{space 4}-.0412979{col 79}{space 3} .0063377
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,521
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    629{txt}){col 67}= {res}    114.83
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2017
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1958
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1509
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       630{txt}{col 51}Root MSE{col 67}= {res}    0.2244

{txt}{ralign 99:(Std. err. adjusted for {res:630} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_share_gym {c |}{col 35}{res}{space 2} .0003087{col 47}{space 2} .0183704{col 58}{space 1}    0.02{col 67}{space 3}0.987{col 75}{space 4}-.0357661{col 88}{space 3} .0363834
{txt}{space 22}W_share_gym {c |}{col 35}{res}{space 2} .0228543{col 47}{space 2} .0121191{col 58}{space 1}    1.89{col 67}{space 3}0.060{col 75}{space 4}-.0009445{col 88}{space 3} .0466531
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .097132{col 47}{space 2} .0114338{col 58}{space 1}    8.50{col 67}{space 3}0.000{col 75}{space 4}  .074679{col 88}{space 3}  .119585
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1782216{col 47}{space 2} .0127937{col 58}{space 1}   13.93{col 67}{space 3}0.000{col 75}{space 4} .1530981{col 88}{space 3}  .203345
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0100675{col 47}{space 2} .0056015{col 58}{space 1}    1.80{col 67}{space 3}0.073{col 75}{space 4}-.0009325{col 88}{space 3} .0210674
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0327911{col 47}{space 2} .0080124{col 58}{space 1}    4.09{col 67}{space 3}0.000{col 75}{space 4} .0170568{col 88}{space 3} .0485253
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .021731{col 47}{space 2}  .006841{col 58}{space 1}    3.18{col 67}{space 3}0.002{col 75}{space 4}  .008297{col 88}{space 3}  .035165
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0381195{col 47}{space 2} .0101161{col 58}{space 1}    3.77{col 67}{space 3}0.000{col 75}{space 4} .0182541{col 88}{space 3} .0579849
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0002144{col 47}{space 2} .0041621{col 58}{space 1}   -0.05{col 67}{space 3}0.959{col 75}{space 4}-.0083878{col 88}{space 3} .0079589
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000368{col 47}{space 2} .0000184{col 58}{space 1}   -2.00{col 67}{space 3}0.045{col 75}{space 4}-.0000729{col 88}{space 3}-7.53e-07
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1096547{col 47}{space 2} .0042321{col 58}{space 1}  -25.91{col 67}{space 3}0.000{col 75}{space 4}-.1179655{col 88}{space 3}-.1013439
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .042708{col 47}{space 2} .0152133{col 58}{space 1}    2.81{col 67}{space 3}0.005{col 75}{space 4} .0128329{col 88}{space 3} .0725831
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 1.54e-08{col 47}{space 2} 1.98e-08{col 58}{space 1}    0.78{col 67}{space 3}0.438{col 75}{space 4}-2.35e-08{col 88}{space 3} 5.43e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.05e-08{col 47}{space 2} 1.93e-08{col 58}{space 1}    2.62{col 67}{space 3}0.009{col 75}{space 4} 1.26e-08{col 88}{space 3} 8.84e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0002531{col 47}{space 2}  .000136{col 58}{space 1}   -1.86{col 67}{space 3}0.063{col 75}{space 4}-.0005202{col 88}{space 3} .0000139
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001806{col 47}{space 2} .0000758{col 58}{space 1}   -2.38{col 67}{space 3}0.017{col 75}{space 4}-.0003293{col 88}{space 3}-.0000318
{txt}{space 33} {c |}
{space 15}IEdu#c.B_share_gym {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0047963{col 47}{space 2} .0209913{col 58}{space 1}    0.23{col 67}{space 3}0.819{col 75}{space 4}-.0364252{col 88}{space 3} .0460177
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0007848{col 47}{space 2} .0223458{col 58}{space 1}   -0.04{col 67}{space 3}0.972{col 75}{space 4}-.0446661{col 88}{space 3} .0430965
{txt}{space 33} {c |}
{space 15}IEdu#c.W_share_gym {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0385158{col 47}{space 2} .0130351{col 58}{space 1}   -2.95{col 67}{space 3}0.003{col 75}{space 4}-.0641133{col 88}{space 3}-.0129182
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0108868{col 47}{space 2} .0133741{col 58}{space 1}   -0.81{col 67}{space 3}0.416{col 75}{space 4}-.0371502{col 88}{space 3} .0153765
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5313189{col 47}{space 2} .1715535{col 58}{space 1}    3.10{col 67}{space 3}0.002{col 75}{space 4}  .194432{col 88}{space 3} .8682058
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,521}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_share_gym}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_share_gym              {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0228543{col 38}{space 2} .0121191{col 49}{space 1}    1.89{col 58}{space 3}0.059{col 66}{space 4}-.0008987{col 79}{space 3} .0466073
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0156615{col 38}{space 2} .0100219{col 49}{space 1}   -1.56{col 58}{space 3}0.118{col 66}{space 4} -.035304{col 79}{space 3}  .003981
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0119675{col 38}{space 2} .0110252{col 49}{space 1}    1.09{col 58}{space 3}0.278{col 66}{space 4}-.0096416{col 79}{space 3} .0335765
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,225
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    627{txt}){col 67}= {res}     91.34
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1758
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1695
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1257
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       628{txt}{col 51}Root MSE{col 67}= {res}    0.2283

{txt}{ralign 99:(Std. err. adjusted for {res:628} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_share_gym {c |}{col 35}{res}{space 2} .0014446{col 47}{space 2} .0257996{col 58}{space 1}    0.06{col 67}{space 3}0.955{col 75}{space 4}-.0492195{col 88}{space 3} .0521087
{txt}{space 22}W_share_gym {c |}{col 35}{res}{space 2} .0621361{col 47}{space 2} .0176719{col 58}{space 1}    3.52{col 67}{space 3}0.000{col 75}{space 4} .0274327{col 88}{space 3} .0968395
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0337249{col 47}{space 2} .0159828{col 58}{space 1}    2.11{col 67}{space 3}0.035{col 75}{space 4} .0023387{col 88}{space 3} .0651112
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1416458{col 47}{space 2} .0173676{col 58}{space 1}    8.16{col 67}{space 3}0.000{col 75}{space 4}   .10754{col 88}{space 3} .1757515
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0309403{col 47}{space 2} .0054518{col 58}{space 1}    5.68{col 67}{space 3}0.000{col 75}{space 4} .0202343{col 88}{space 3} .0416463
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0681828{col 47}{space 2} .0082115{col 58}{space 1}    8.30{col 67}{space 3}0.000{col 75}{space 4} .0520574{col 88}{space 3} .0843083
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0304266{col 47}{space 2} .0069898{col 58}{space 1}    4.35{col 67}{space 3}0.000{col 75}{space 4} .0167003{col 88}{space 3} .0441529
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0475909{col 47}{space 2} .0102645{col 58}{space 1}    4.64{col 67}{space 3}0.000{col 75}{space 4} .0274339{col 88}{space 3} .0677479
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0048358{col 47}{space 2} .0042056{col 58}{space 1}   -1.15{col 67}{space 3}0.251{col 75}{space 4}-.0130945{col 88}{space 3} .0034229
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-9.01e-06{col 47}{space 2} .0000192{col 58}{space 1}   -0.47{col 67}{space 3}0.640{col 75}{space 4}-.0000468{col 88}{space 3} .0000288
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0958469{col 47}{space 2} .0043179{col 58}{space 1}  -22.20{col 67}{space 3}0.000{col 75}{space 4}-.1043262{col 88}{space 3}-.0873675
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0549729{col 47}{space 2} .0162496{col 58}{space 1}    3.38{col 67}{space 3}0.001{col 75}{space 4} .0230626{col 88}{space 3} .0868832
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 7.75e-09{col 47}{space 2} 1.99e-08{col 58}{space 1}    0.39{col 67}{space 3}0.698{col 75}{space 4}-3.14e-08{col 88}{space 3} 4.69e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.51e-08{col 47}{space 2} 1.98e-08{col 58}{space 1}    3.29{col 67}{space 3}0.001{col 75}{space 4} 2.62e-08{col 88}{space 3} 1.04e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} -.000076{col 47}{space 2} .0001408{col 58}{space 1}   -0.54{col 67}{space 3}0.590{col 75}{space 4}-.0003525{col 88}{space 3} .0002006
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001804{col 47}{space 2} .0000777{col 58}{space 1}   -2.32{col 67}{space 3}0.021{col 75}{space 4}-.0003329{col 88}{space 3}-.0000279
{txt}{space 33} {c |}
{space 12}edu3cat#c.B_share_gym {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0015877{col 47}{space 2} .0269046{col 58}{space 1}   -0.06{col 67}{space 3}0.953{col 75}{space 4}-.0544217{col 88}{space 3} .0512463
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0009828{col 47}{space 2} .0298574{col 58}{space 1}    0.03{col 67}{space 3}0.974{col 75}{space 4}-.0576498{col 88}{space 3} .0596154
{txt}{space 33} {c |}
{space 12}edu3cat#c.W_share_gym {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0593668{col 47}{space 2} .0180011{col 58}{space 1}   -3.30{col 67}{space 3}0.001{col 75}{space 4}-.0947165{col 88}{space 3} -.024017
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} -.070347{col 47}{space 2}  .019825{col 58}{space 1}   -3.55{col 67}{space 3}0.000{col 75}{space 4}-.1092785{col 88}{space 3}-.0314156
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .6693591{col 47}{space 2} .1754905{col 58}{space 1}    3.81{col 67}{space 3}0.000{col 75}{space 4} .3247388{col 88}{space 3}  1.01398
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,225}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_share_gym}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_share_gym              {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0621361{col 38}{space 2} .0176719{col 49}{space 1}    3.52{col 58}{space 3}0.000{col 66}{space 4} .0274997{col 79}{space 3} .0967725
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0027693{col 38}{space 2} .0089621{col 49}{space 1}    0.31{col 58}{space 3}0.757{col 66}{space 4} -.014796{col 79}{space 3} .0203347
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0082109{col 38}{space 2} .0117436{col 49}{space 1}   -0.70{col 58}{space 3}0.484{col 66}{space 4} -.031228{col 79}{space 3} .0148061
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,278
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     50.54
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2583
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2398
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2317
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1613

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_mod_edsys {c |}{col 35}{res}{space 2}-.0475484{col 47}{space 2} .0277339{col 58}{space 1}   -1.71{col 67}{space 3}0.087{col 75}{space 4}-.1020278{col 88}{space 3} .0069309
{txt}{space 22}W_mod_edsys {c |}{col 35}{res}{space 2}-.0036884{col 47}{space 2}  .018237{col 58}{space 1}   -0.20{col 67}{space 3}0.840{col 75}{space 4}-.0395123{col 88}{space 3} .0321356
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0681693{col 47}{space 2} .0101298{col 58}{space 1}    6.73{col 67}{space 3}0.000{col 75}{space 4} .0482708{col 88}{space 3} .0880678
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1630331{col 47}{space 2} .0119689{col 58}{space 1}   13.62{col 67}{space 3}0.000{col 75}{space 4} .1395219{col 88}{space 3} .1865443
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0127034{col 47}{space 2} .0075935{col 58}{space 1}    1.67{col 67}{space 3}0.095{col 75}{space 4} -.002213{col 88}{space 3} .0276197
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0287493{col 47}{space 2} .0120099{col 58}{space 1}    2.39{col 67}{space 3}0.017{col 75}{space 4} .0051575{col 88}{space 3}  .052341
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0425161{col 47}{space 2} .0102492{col 58}{space 1}    4.15{col 67}{space 3}0.000{col 75}{space 4}  .022383{col 88}{space 3} .0626491
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0543215{col 47}{space 2} .0148347{col 58}{space 1}    3.66{col 67}{space 3}0.000{col 75}{space 4} .0251808{col 88}{space 3} .0834621
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} -.001791{col 47}{space 2} .0057077{col 58}{space 1}   -0.31{col 67}{space 3}0.754{col 75}{space 4} -.013003{col 88}{space 3} .0094209
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000179{col 47}{space 2} .0000204{col 58}{space 1}   -0.88{col 67}{space 3}0.381{col 75}{space 4} -.000058{col 88}{space 3} .0000222
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0771372{col 47}{space 2}  .005941{col 58}{space 1}  -12.98{col 67}{space 3}0.000{col 75}{space 4}-.0888074{col 88}{space 3} -.065467
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0639038{col 47}{space 2} .0235786{col 58}{space 1}    2.71{col 67}{space 3}0.007{col 75}{space 4} .0175869{col 88}{space 3} .1102207
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 5.15e-08{col 47}{space 2} 2.28e-08{col 58}{space 1}    2.26{col 67}{space 3}0.024{col 75}{space 4} 6.67e-09{col 88}{space 3} 9.62e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.97e-08{col 47}{space 2} 2.88e-08{col 58}{space 1}    2.42{col 67}{space 3}0.016{col 75}{space 4} 1.31e-08{col 88}{space 3} 1.26e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0002167{col 47}{space 2} .0002384{col 58}{space 1}   -0.91{col 67}{space 3}0.364{col 75}{space 4} -.000685{col 88}{space 3} .0002515
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001115{col 47}{space 2} .0001076{col 58}{space 1}   -1.04{col 67}{space 3}0.301{col 75}{space 4}-.0003229{col 88}{space 3}    .0001
{txt}{space 33} {c |}
{space 15}IEdu#c.B_mod_edsys {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .053999{col 47}{space 2} .0256473{col 58}{space 1}    2.11{col 67}{space 3}0.036{col 75}{space 4} .0036186{col 88}{space 3} .1043795
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0532813{col 47}{space 2}  .027402{col 58}{space 1}    1.94{col 67}{space 3}0.052{col 75}{space 4}-.0005461{col 88}{space 3} .1071087
{txt}{space 33} {c |}
{space 15}IEdu#c.W_mod_edsys {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0201324{col 47}{space 2} .0210254{col 58}{space 1}   -0.96{col 67}{space 3}0.339{col 75}{space 4}-.0614338{col 88}{space 3}  .021169
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0163602{col 47}{space 2}  .021564{col 58}{space 1}    0.76{col 67}{space 3}0.448{col 75}{space 4}-.0259993{col 88}{space 3} .0587197
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4640424{col 47}{space 2}  .248697{col 58}{space 1}    1.87{col 67}{space 3}0.063{col 75}{space 4}-.0244877{col 88}{space 3} .9525725
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,278}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_mod_edsys}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_mod_edsys              {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}-.0036884{col 38}{space 2}  .018237{col 49}{space 1}   -0.20{col 58}{space 3}0.840{col 66}{space 4}-.0394321{col 79}{space 3} .0320554
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0238208{col 38}{space 2} .0137669{col 49}{space 1}   -1.73{col 58}{space 3}0.084{col 66}{space 4}-.0508035{col 79}{space 3} .0031619
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0126719{col 38}{space 2} .0145088{col 49}{space 1}    0.87{col 58}{space 3}0.382{col 66}{space 4}-.0157648{col 79}{space 3} .0411085
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,171
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    540{txt}){col 67}= {res}     36.52
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2257
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2056
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1967
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       541{txt}{col 51}Root MSE{col 67}= {res}    0.1655

{txt}{ralign 99:(Std. err. adjusted for {res:541} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_mod_edsys {c |}{col 35}{res}{space 2}-.0275676{col 47}{space 2} .0333823{col 58}{space 1}   -0.83{col 67}{space 3}0.409{col 75}{space 4}-.0931426{col 88}{space 3} .0380074
{txt}{space 22}W_mod_edsys {c |}{col 35}{res}{space 2} .0782945{col 47}{space 2} .0241997{col 58}{space 1}    3.24{col 67}{space 3}0.001{col 75}{space 4} .0307575{col 88}{space 3} .1258316
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0119193{col 47}{space 2} .0159559{col 58}{space 1}    0.75{col 67}{space 3}0.455{col 75}{space 4}-.0194241{col 88}{space 3} .0432626
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1288548{col 47}{space 2} .0173409{col 58}{space 1}    7.43{col 67}{space 3}0.000{col 75}{space 4} .0947908{col 88}{space 3} .1629187
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0315664{col 47}{space 2} .0076459{col 58}{space 1}    4.13{col 67}{space 3}0.000{col 75}{space 4} .0165471{col 88}{space 3} .0465856
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .059039{col 47}{space 2} .0121596{col 58}{space 1}    4.86{col 67}{space 3}0.000{col 75}{space 4} .0351531{col 88}{space 3} .0829249
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0509133{col 47}{space 2} .0107642{col 58}{space 1}    4.73{col 67}{space 3}0.000{col 75}{space 4} .0297685{col 88}{space 3} .0720581
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0653673{col 47}{space 2} .0154276{col 58}{space 1}    4.24{col 67}{space 3}0.000{col 75}{space 4} .0350618{col 88}{space 3} .0956727
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0037035{col 47}{space 2} .0059902{col 58}{space 1}   -0.62{col 67}{space 3}0.537{col 75}{space 4}-.0154705{col 88}{space 3} .0080635
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000133{col 47}{space 2} .0000211{col 58}{space 1}    0.63{col 67}{space 3}0.528{col 75}{space 4}-.0000282{col 88}{space 3} .0000549
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0682262{col 47}{space 2} .0062012{col 58}{space 1}  -11.00{col 67}{space 3}0.000{col 75}{space 4}-.0804075{col 88}{space 3}-.0560448
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0730436{col 47}{space 2} .0237276{col 58}{space 1}    3.08{col 67}{space 3}0.002{col 75}{space 4} .0264339{col 88}{space 3} .1196534
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 3.58e-08{col 47}{space 2} 2.39e-08{col 58}{space 1}    1.50{col 67}{space 3}0.134{col 75}{space 4}-1.11e-08{col 88}{space 3} 8.27e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 8.36e-08{col 47}{space 2} 3.11e-08{col 58}{space 1}    2.69{col 67}{space 3}0.007{col 75}{space 4} 2.24e-08{col 88}{space 3} 1.45e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0000495{col 47}{space 2} .0002475{col 58}{space 1}   -0.20{col 67}{space 3}0.842{col 75}{space 4}-.0005356{col 88}{space 3} .0004367
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000644{col 47}{space 2}  .000113{col 58}{space 1}   -0.57{col 67}{space 3}0.569{col 75}{space 4}-.0002863{col 88}{space 3} .0001576
{txt}{space 33} {c |}
{space 12}edu3cat#c.B_mod_edsys {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0276457{col 47}{space 2} .0336033{col 58}{space 1}    0.82{col 67}{space 3}0.411{col 75}{space 4}-.0383635{col 88}{space 3} .0936549
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0281258{col 47}{space 2} .0364402{col 58}{space 1}    0.77{col 67}{space 3}0.441{col 75}{space 4}-.0434562{col 88}{space 3} .0997077
{txt}{space 33} {c |}
{space 12}edu3cat#c.W_mod_edsys {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0911857{col 47}{space 2} .0256061{col 58}{space 1}   -3.56{col 67}{space 3}0.000{col 75}{space 4}-.1414855{col 88}{space 3}-.0408858
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0872752{col 47}{space 2} .0284537{col 58}{space 1}   -3.07{col 67}{space 3}0.002{col 75}{space 4}-.1431687{col 88}{space 3}-.0313818
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}  .484106{col 47}{space 2} .2591931{col 58}{space 1}    1.87{col 67}{space 3}0.062{col 75}{space 4}-.0250443{col 88}{space 3} .9932564
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,171}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_mod_edsys}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_mod_edsys              {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0782945{col 38}{space 2} .0241997{col 49}{space 1}    3.24{col 58}{space 3}0.001{col 66}{space 4} .0308641{col 79}{space 3}  .125725
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0128911{col 38}{space 2} .0124665{col 49}{space 1}   -1.03{col 58}{space 3}0.301{col 66}{space 4} -.037325{col 79}{space 3} .0115428
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0089807{col 38}{space 2} .0176165{col 49}{space 1}   -0.51{col 58}{space 3}0.610{col 66}{space 4}-.0435084{col 79}{space 3}  .025547
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,273
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    539{txt}){col 67}= {res}     50.28
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2576
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2390
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2310
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       540{txt}{col 51}Root MSE{col 67}= {res}    0.1614

{txt}{ralign 99:(Std. err. adjusted for {res:540} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_duration_prim {c |}{col 35}{res}{space 2}-.0242397{col 47}{space 2} .0186838{col 58}{space 1}   -1.30{col 67}{space 3}0.195{col 75}{space 4}-.0609417{col 88}{space 3} .0124624
{txt}{space 18}W_duration_prim {c |}{col 35}{res}{space 2} .0232362{col 47}{space 2} .0224531{col 58}{space 1}    1.03{col 67}{space 3}0.301{col 75}{space 4}-.0208702{col 88}{space 3} .0673426
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0766485{col 47}{space 2} .0086747{col 58}{space 1}    8.84{col 67}{space 3}0.000{col 75}{space 4} .0596081{col 88}{space 3} .0936889
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1776958{col 47}{space 2} .0103294{col 58}{space 1}   17.20{col 67}{space 3}0.000{col 75}{space 4}  .157405{col 88}{space 3} .1979865
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0123345{col 47}{space 2} .0076056{col 58}{space 1}    1.62{col 67}{space 3}0.105{col 75}{space 4}-.0026057{col 88}{space 3} .0272747
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0279107{col 47}{space 2}  .011971{col 58}{space 1}    2.33{col 67}{space 3}0.020{col 75}{space 4} .0043951{col 88}{space 3} .0514262
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0422436{col 47}{space 2} .0102032{col 58}{space 1}    4.14{col 67}{space 3}0.000{col 75}{space 4} .0222007{col 88}{space 3} .0622866
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0554942{col 47}{space 2} .0147614{col 58}{space 1}    3.76{col 67}{space 3}0.000{col 75}{space 4} .0264973{col 88}{space 3} .0844912
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0028046{col 47}{space 2} .0057308{col 58}{space 1}   -0.49{col 67}{space 3}0.625{col 75}{space 4}-.0140621{col 88}{space 3} .0084528
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000197{col 47}{space 2} .0000203{col 58}{space 1}   -0.97{col 67}{space 3}0.332{col 75}{space 4}-.0000596{col 88}{space 3} .0000202
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0766385{col 47}{space 2} .0059184{col 58}{space 1}  -12.95{col 67}{space 3}0.000{col 75}{space 4}-.0882644{col 88}{space 3}-.0650127
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0652594{col 47}{space 2} .0235285{col 58}{space 1}    2.77{col 67}{space 3}0.006{col 75}{space 4} .0190407{col 88}{space 3} .1114782
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 4.21e-08{col 47}{space 2} 2.40e-08{col 58}{space 1}    1.75{col 67}{space 3}0.080{col 75}{space 4}-5.10e-09{col 88}{space 3} 8.94e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.26e-08{col 47}{space 2} 2.81e-08{col 58}{space 1}    2.58{col 67}{space 3}0.010{col 75}{space 4} 1.74e-08{col 88}{space 3} 1.28e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0002436{col 47}{space 2} .0001284{col 58}{space 1}   -1.90{col 67}{space 3}0.058{col 75}{space 4}-.0004958{col 88}{space 3} 8.62e-06
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001167{col 47}{space 2} .0001069{col 58}{space 1}   -1.09{col 67}{space 3}0.275{col 75}{space 4}-.0003266{col 88}{space 3} .0000933
{txt}{space 33} {c |}
{space 11}IEdu#c.B_duration_prim {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0353678{col 47}{space 2} .0243046{col 58}{space 1}    1.46{col 67}{space 3}0.146{col 75}{space 4}-.0123757{col 88}{space 3} .0831112
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0065555{col 47}{space 2} .0248165{col 58}{space 1}    0.26{col 67}{space 3}0.792{col 75}{space 4}-.0421934{col 88}{space 3} .0553044
{txt}{space 33} {c |}
{space 11}IEdu#c.W_duration_prim {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0501716{col 47}{space 2} .0337311{col 58}{space 1}   -1.49{col 67}{space 3}0.137{col 75}{space 4} -.116432{col 88}{space 3} .0160889
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0296113{col 47}{space 2}   .03163{col 58}{space 1}   -0.94{col 67}{space 3}0.350{col 75}{space 4}-.0917446{col 88}{space 3} .0325219
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5072631{col 47}{space 2} .2501098{col 58}{space 1}    2.03{col 67}{space 3}0.043{col 75}{space 4} .0159537{col 88}{space 3} .9985726
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,273}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_duration_prim}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_duration_prim          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0232362{col 38}{space 2} .0224531{col 49}{space 1}    1.03{col 58}{space 3}0.301{col 66}{space 4}-.0207711{col 79}{space 3} .0672436
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0269354{col 38}{space 2} .0197211{col 49}{space 1}   -1.37{col 58}{space 3}0.172{col 66}{space 4} -.065588{col 79}{space 3} .0117173
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0063751{col 38}{space 2} .0219069{col 49}{space 1}   -0.29{col 58}{space 3}0.771{col 66}{space 4}-.0493119{col 79}{space 3} .0365617
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,167
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    538{txt}){col 67}= {res}     35.66
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2231
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2030
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1942
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       539{txt}{col 51}Root MSE{col 67}= {res}    0.1658

{txt}{ralign 99:(Std. err. adjusted for {res:539} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_duration_prim {c |}{col 35}{res}{space 2}-.0315301{col 47}{space 2} .0266748{col 58}{space 1}   -1.18{col 67}{space 3}0.238{col 75}{space 4}-.0839295{col 88}{space 3} .0208694
{txt}{space 18}W_duration_prim {c |}{col 35}{res}{space 2} .0179979{col 47}{space 2} .0272333{col 58}{space 1}    0.66{col 67}{space 3}0.509{col 75}{space 4}-.0354987{col 88}{space 3} .0714946
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0135257{col 47}{space 2} .0133042{col 58}{space 1}    1.02{col 67}{space 3}0.310{col 75}{space 4}-.0126088{col 88}{space 3} .0396603
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1329971{col 47}{space 2} .0146045{col 58}{space 1}    9.11{col 67}{space 3}0.000{col 75}{space 4} .1043082{col 88}{space 3}  .161686
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0317961{col 47}{space 2} .0076694{col 58}{space 1}    4.15{col 67}{space 3}0.000{col 75}{space 4} .0167304{col 88}{space 3} .0468617
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0599001{col 47}{space 2} .0121721{col 58}{space 1}    4.92{col 67}{space 3}0.000{col 75}{space 4} .0359894{col 88}{space 3} .0838108
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0504834{col 47}{space 2} .0107832{col 58}{space 1}    4.68{col 67}{space 3}0.000{col 75}{space 4} .0293011{col 88}{space 3} .0716656
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0655476{col 47}{space 2} .0154441{col 58}{space 1}    4.24{col 67}{space 3}0.000{col 75}{space 4} .0352095{col 88}{space 3} .0958857
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0051314{col 47}{space 2} .0059979{col 58}{space 1}   -0.86{col 67}{space 3}0.393{col 75}{space 4}-.0169136{col 88}{space 3} .0066508
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000207{col 47}{space 2} .0000212{col 58}{space 1}    0.97{col 67}{space 3}0.331{col 75}{space 4}-.0000211{col 88}{space 3} .0000624
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0687097{col 47}{space 2} .0061652{col 58}{space 1}  -11.14{col 67}{space 3}0.000{col 75}{space 4}-.0808206{col 88}{space 3}-.0565988
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0730171{col 47}{space 2} .0233667{col 58}{space 1}    3.12{col 67}{space 3}0.002{col 75}{space 4} .0271158{col 88}{space 3} .1189183
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 2.40e-08{col 47}{space 2} 2.62e-08{col 58}{space 1}    0.91{col 67}{space 3}0.361{col 75}{space 4}-2.75e-08{col 88}{space 3} 7.55e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 8.51e-08{col 47}{space 2} 3.19e-08{col 58}{space 1}    2.66{col 67}{space 3}0.008{col 75}{space 4} 2.23e-08{col 88}{space 3} 1.48e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-2.54e-06{col 47}{space 2} .0001305{col 58}{space 1}   -0.02{col 67}{space 3}0.984{col 75}{space 4} -.000259{col 88}{space 3} .0002539
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000697{col 47}{space 2} .0001127{col 58}{space 1}   -0.62{col 67}{space 3}0.537{col 75}{space 4} -.000291{col 88}{space 3} .0001517
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_duration_prim {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0305687{col 47}{space 2}  .030131{col 58}{space 1}    1.01{col 67}{space 3}0.311{col 75}{space 4}-.0286201{col 88}{space 3} .0897575
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0143939{col 47}{space 2} .0331059{col 58}{space 1}    0.43{col 67}{space 3}0.664{col 75}{space 4}-.0506389{col 88}{space 3} .0794266
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_duration_prim {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0321684{col 47}{space 2} .0345967{col 58}{space 1}   -0.93{col 67}{space 3}0.353{col 75}{space 4}-.1001296{col 88}{space 3} .0357927
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0554504{col 47}{space 2} .0350705{col 58}{space 1}   -1.58{col 67}{space 3}0.114{col 75}{space 4}-.1243422{col 88}{space 3} .0134414
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5329052{col 47}{space 2} .2591044{col 58}{space 1}    2.06{col 67}{space 3}0.040{col 75}{space 4} .0239248{col 88}{space 3} 1.041886
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,167}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_duration_prim}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_duration_prim          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0179979{col 38}{space 2} .0272333{col 49}{space 1}    0.66{col 58}{space 3}0.509{col 66}{space 4}-.0353784{col 79}{space 3} .0713742
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0141705{col 38}{space 2} .0170359{col 49}{space 1}   -0.83{col 58}{space 3}0.406{col 66}{space 4}-.0475603{col 79}{space 3} .0192192
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0374525{col 38}{space 2} .0247982{col 49}{space 1}   -1.51{col 58}{space 3}0.131{col 66}{space 4} -.086056{col 79}{space 3} .0111511
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,278
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     50.21
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2578
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2392
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2311
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1614

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 19}B_compr_school {c |}{col 35}{res}{space 2} -.047791{col 47}{space 2} .0257204{col 58}{space 1}   -1.86{col 67}{space 3}0.064{col 75}{space 4}-.0983152{col 88}{space 3} .0027332
{txt}{space 19}W_compr_school {c |}{col 35}{res}{space 2}-.0028803{col 47}{space 2} .0174049{col 58}{space 1}   -0.17{col 67}{space 3}0.869{col 75}{space 4}-.0370698{col 88}{space 3} .0313093
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0692562{col 47}{space 2} .0100893{col 58}{space 1}    6.86{col 67}{space 3}0.000{col 75}{space 4} .0494372{col 88}{space 3} .0890752
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1620893{col 47}{space 2} .0118803{col 58}{space 1}   13.64{col 67}{space 3}0.000{col 75}{space 4} .1387523{col 88}{space 3} .1854264
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0127794{col 47}{space 2} .0076057{col 58}{space 1}    1.68{col 67}{space 3}0.093{col 75}{space 4} -.002161{col 88}{space 3} .0277198
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0287484{col 47}{space 2} .0120064{col 58}{space 1}    2.39{col 67}{space 3}0.017{col 75}{space 4} .0051635{col 88}{space 3} .0523333
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0425183{col 47}{space 2} .0102222{col 58}{space 1}    4.16{col 67}{space 3}0.000{col 75}{space 4} .0224383{col 88}{space 3} .0625983
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0545553{col 47}{space 2} .0147929{col 58}{space 1}    3.69{col 67}{space 3}0.000{col 75}{space 4} .0254967{col 88}{space 3} .0836139
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0020063{col 47}{space 2} .0057162{col 58}{space 1}   -0.35{col 67}{space 3}0.726{col 75}{space 4}-.0132349{col 88}{space 3} .0092223
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000179{col 47}{space 2} .0000204{col 58}{space 1}   -0.88{col 67}{space 3}0.381{col 75}{space 4} -.000058{col 88}{space 3} .0000222
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0767721{col 47}{space 2} .0059346{col 58}{space 1}  -12.94{col 67}{space 3}0.000{col 75}{space 4}-.0884296{col 88}{space 3}-.0651145
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0640314{col 47}{space 2} .0234982{col 58}{space 1}    2.72{col 67}{space 3}0.007{col 75}{space 4} .0178725{col 88}{space 3} .1101903
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 5.25e-08{col 47}{space 2} 2.27e-08{col 58}{space 1}    2.31{col 67}{space 3}0.021{col 75}{space 4} 7.93e-09{col 88}{space 3} 9.72e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.82e-08{col 47}{space 2} 2.86e-08{col 58}{space 1}    2.39{col 67}{space 3}0.017{col 75}{space 4} 1.21e-08{col 88}{space 3} 1.24e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001913{col 47}{space 2} .0002208{col 58}{space 1}   -0.87{col 67}{space 3}0.387{col 75}{space 4} -.000625{col 88}{space 3} .0002425
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001093{col 47}{space 2} .0001083{col 58}{space 1}   -1.01{col 67}{space 3}0.313{col 75}{space 4} -.000322{col 88}{space 3} .0001034
{txt}{space 33} {c |}
{space 12}IEdu#c.B_compr_school {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0496068{col 47}{space 2} .0242563{col 58}{space 1}    2.05{col 67}{space 3}0.041{col 75}{space 4} .0019587{col 88}{space 3} .0972549
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0532631{col 47}{space 2} .0259846{col 58}{space 1}    2.05{col 67}{space 3}0.041{col 75}{space 4}   .00222{col 88}{space 3} .1043063
{txt}{space 33} {c |}
{space 12}IEdu#c.W_compr_school {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0161913{col 47}{space 2} .0205051{col 58}{space 1}   -0.79{col 67}{space 3}0.430{col 75}{space 4}-.0564707{col 88}{space 3}  .024088
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0083329{col 47}{space 2} .0211689{col 58}{space 1}    0.39{col 67}{space 3}0.694{col 75}{space 4}-.0332505{col 88}{space 3} .0499163
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4729841{col 47}{space 2} .2491041{col 58}{space 1}    1.90{col 67}{space 3}0.058{col 75}{space 4}-.0163457{col 88}{space 3} .9623138
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,278}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_compr_school}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_compr_school           {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}-.0028803{col 38}{space 2} .0174049{col 49}{space 1}   -0.17{col 58}{space 3}0.869{col 66}{space 4}-.0369933{col 79}{space 3} .0312328
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0190716{col 38}{space 2} .0135273{col 49}{space 1}   -1.41{col 58}{space 3}0.159{col 66}{space 4}-.0455845{col 79}{space 3} .0074413
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0054526{col 38}{space 2} .0143853{col 49}{space 1}    0.38{col 58}{space 3}0.705{col 66}{space 4}-.0227419{col 79}{space 3} .0336472
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,171
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    540{txt}){col 67}= {res}     36.51
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2256
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2055
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1966
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       541{txt}{col 51}Root MSE{col 67}= {res}    0.1655

{txt}{ralign 99:(Std. err. adjusted for {res:541} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 19}B_compr_school {c |}{col 35}{res}{space 2} -.026385{col 47}{space 2} .0312064{col 58}{space 1}   -0.85{col 67}{space 3}0.398{col 75}{space 4}-.0876859{col 88}{space 3} .0349158
{txt}{space 19}W_compr_school {c |}{col 35}{res}{space 2} .0736686{col 47}{space 2} .0243034{col 58}{space 1}    3.03{col 67}{space 3}0.003{col 75}{space 4} .0259278{col 88}{space 3} .1214095
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0133686{col 47}{space 2} .0157541{col 58}{space 1}    0.85{col 67}{space 3}0.396{col 75}{space 4}-.0175782{col 88}{space 3} .0443154
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1283517{col 47}{space 2} .0171482{col 58}{space 1}    7.48{col 67}{space 3}0.000{col 75}{space 4} .0946663{col 88}{space 3} .1620371
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0317644{col 47}{space 2} .0076453{col 58}{space 1}    4.15{col 67}{space 3}0.000{col 75}{space 4} .0167463{col 88}{space 3} .0467825
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0595758{col 47}{space 2} .0121705{col 58}{space 1}    4.90{col 67}{space 3}0.000{col 75}{space 4} .0356684{col 88}{space 3} .0834832
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .051039{col 47}{space 2} .0107107{col 58}{space 1}    4.77{col 67}{space 3}0.000{col 75}{space 4} .0299992{col 88}{space 3} .0720788
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0652725{col 47}{space 2} .0153999{col 58}{space 1}    4.24{col 67}{space 3}0.000{col 75}{space 4} .0350214{col 88}{space 3} .0955237
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0039851{col 47}{space 2} .0059919{col 58}{space 1}   -0.67{col 67}{space 3}0.506{col 75}{space 4}-.0157553{col 88}{space 3} .0077851
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000134{col 47}{space 2} .0000211{col 58}{space 1}    0.63{col 67}{space 3}0.526{col 75}{space 4}-.0000281{col 88}{space 3} .0000549
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0682453{col 47}{space 2} .0062078{col 58}{space 1}  -10.99{col 67}{space 3}0.000{col 75}{space 4}-.0804397{col 88}{space 3}-.0560509
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0732005{col 47}{space 2} .0236594{col 58}{space 1}    3.09{col 67}{space 3}0.002{col 75}{space 4} .0267247{col 88}{space 3} .1196763
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 3.77e-08{col 47}{space 2} 2.39e-08{col 58}{space 1}    1.58{col 67}{space 3}0.114{col 75}{space 4}-9.15e-09{col 88}{space 3} 8.46e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 8.40e-08{col 47}{space 2} 3.09e-08{col 58}{space 1}    2.71{col 67}{space 3}0.007{col 75}{space 4} 2.32e-08{col 88}{space 3} 1.45e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0000254{col 47}{space 2} .0002333{col 58}{space 1}   -0.11{col 67}{space 3}0.913{col 75}{space 4}-.0004837{col 88}{space 3} .0004329
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000513{col 47}{space 2}  .000113{col 58}{space 1}   -0.45{col 67}{space 3}0.650{col 75}{space 4}-.0002733{col 88}{space 3} .0001706
{txt}{space 33} {c |}
{space 9}edu3cat#c.B_compr_school {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0218267{col 47}{space 2} .0316025{col 58}{space 1}    0.69{col 67}{space 3}0.490{col 75}{space 4}-.0402523{col 88}{space 3} .0839057
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0263833{col 47}{space 2} .0343697{col 58}{space 1}    0.77{col 67}{space 3}0.443{col 75}{space 4}-.0411314{col 88}{space 3} .0938979
{txt}{space 33} {c |}
{space 9}edu3cat#c.W_compr_school {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0893035{col 47}{space 2} .0259685{col 58}{space 1}   -3.44{col 67}{space 3}0.001{col 75}{space 4}-.1403152{col 88}{space 3}-.0382918
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0899571{col 47}{space 2} .0287981{col 58}{space 1}   -3.12{col 67}{space 3}0.002{col 75}{space 4}-.1465271{col 88}{space 3} -.033387
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4951691{col 47}{space 2} .2596546{col 58}{space 1}    1.91{col 67}{space 3}0.057{col 75}{space 4}-.0148877{col 88}{space 3} 1.005226
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,171}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_compr_school}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_compr_school           {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0736686{col 38}{space 2} .0243034{col 49}{space 1}    3.03{col 58}{space 3}0.002{col 66}{space 4} .0260348{col 79}{space 3} .1213025
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0156349{col 38}{space 2} .0120498{col 49}{space 1}   -1.30{col 58}{space 3}0.194{col 66}{space 4}-.0392521{col 79}{space 3} .0079824
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0162885{col 38}{space 2} .0174038{col 49}{space 1}   -0.94{col 58}{space 3}0.349{col 66}{space 4}-.0503994{col 79}{space 3} .0178224
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,278
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     50.67
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2590
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2404
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2324
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1612

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_share_gym {c |}{col 35}{res}{space 2}-.0499211{col 47}{space 2} .0221256{col 58}{space 1}   -2.26{col 67}{space 3}0.024{col 75}{space 4}-.0933838{col 88}{space 3}-.0064584
{txt}{space 22}W_share_gym {c |}{col 35}{res}{space 2}-.0031966{col 47}{space 2} .0157872{col 58}{space 1}   -0.20{col 67}{space 3}0.840{col 75}{space 4}-.0342082{col 88}{space 3} .0278151
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0498784{col 47}{space 2} .0128591{col 58}{space 1}    3.88{col 67}{space 3}0.000{col 75}{space 4} .0246185{col 88}{space 3} .0751382
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1568684{col 47}{space 2} .0144943{col 58}{space 1}   10.82{col 67}{space 3}0.000{col 75}{space 4} .1283964{col 88}{space 3} .1853403
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0127926{col 47}{space 2} .0075753{col 58}{space 1}    1.69{col 67}{space 3}0.092{col 75}{space 4}-.0020881{col 88}{space 3} .0276733
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0287894{col 47}{space 2} .0120258{col 58}{space 1}    2.39{col 67}{space 3}0.017{col 75}{space 4} .0051664{col 88}{space 3} .0524123
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0421343{col 47}{space 2} .0101965{col 58}{space 1}    4.13{col 67}{space 3}0.000{col 75}{space 4} .0221048{col 88}{space 3} .0621639
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0539904{col 47}{space 2} .0148287{col 58}{space 1}    3.64{col 67}{space 3}0.000{col 75}{space 4} .0248616{col 88}{space 3} .0831192
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0016506{col 47}{space 2} .0057535{col 58}{space 1}   -0.29{col 67}{space 3}0.774{col 75}{space 4}-.0129525{col 88}{space 3} .0096513
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000178{col 47}{space 2} .0000204{col 58}{space 1}   -0.87{col 67}{space 3}0.383{col 75}{space 4}-.0000579{col 88}{space 3} .0000223
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0774961{col 47}{space 2} .0059515{col 58}{space 1}  -13.02{col 67}{space 3}0.000{col 75}{space 4}-.0891869{col 88}{space 3}-.0658053
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0628139{col 47}{space 2}  .023495{col 58}{space 1}    2.67{col 67}{space 3}0.008{col 75}{space 4} .0166614{col 88}{space 3} .1089664
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 5.47e-08{col 47}{space 2} 2.62e-08{col 58}{space 1}    2.08{col 67}{space 3}0.038{col 75}{space 4} 3.12e-09{col 88}{space 3} 1.06e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.85e-08{col 47}{space 2} 2.88e-08{col 58}{space 1}    2.38{col 67}{space 3}0.018{col 75}{space 4} 1.20e-08{col 88}{space 3} 1.25e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} -.000321{col 47}{space 2} .0001698{col 58}{space 1}   -1.89{col 67}{space 3}0.059{col 75}{space 4}-.0006546{col 88}{space 3} .0000127
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001114{col 47}{space 2} .0001072{col 58}{space 1}   -1.04{col 67}{space 3}0.299{col 75}{space 4}-.0003219{col 88}{space 3} .0000991
{txt}{space 33} {c |}
{space 15}IEdu#c.B_share_gym {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0841209{col 47}{space 2} .0249375{col 58}{space 1}    3.37{col 67}{space 3}0.001{col 75}{space 4} .0351347{col 88}{space 3} .1331071
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0565947{col 47}{space 2}  .027269{col 58}{space 1}    2.08{col 67}{space 3}0.038{col 75}{space 4} .0030286{col 88}{space 3} .1101607
{txt}{space 33} {c |}
{space 15}IEdu#c.W_share_gym {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0093651{col 47}{space 2} .0174741{col 58}{space 1}   -0.54{col 67}{space 3}0.592{col 75}{space 4}-.0436906{col 88}{space 3} .0249603
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0193362{col 47}{space 2} .0190628{col 58}{space 1}    1.01{col 67}{space 3}0.311{col 75}{space 4}-.0181099{col 88}{space 3} .0567823
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4673952{col 47}{space 2} .2502803{col 58}{space 1}    1.87{col 67}{space 3}0.062{col 75}{space 4}-.0242451{col 88}{space 3} .9590354
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,278}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_share_gym}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_share_gym              {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}-.0031966{col 38}{space 2} .0157872{col 49}{space 1}   -0.20{col 58}{space 3}0.840{col 66}{space 4}-.0341389{col 79}{space 3} .0277458
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0125617{col 38}{space 2} .0133341{col 49}{space 1}   -0.94{col 58}{space 3}0.346{col 66}{space 4}-.0386961{col 79}{space 3} .0135728
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0161396{col 38}{space 2}  .013885{col 49}{space 1}    1.16{col 58}{space 3}0.245{col 66}{space 4}-.0110744{col 79}{space 3} .0433537
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,171
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    540{txt}){col 67}= {res}     36.99
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2258
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2057
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1968
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       541{txt}{col 51}Root MSE{col 67}= {res}    0.1654

{txt}{ralign 99:(Std. err. adjusted for {res:541} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}B_share_gym {c |}{col 35}{res}{space 2}-.0101781{col 47}{space 2} .0323524{col 58}{space 1}   -0.31{col 67}{space 3}0.753{col 75}{space 4}-.0737301{col 88}{space 3} .0533739
{txt}{space 22}W_share_gym {c |}{col 35}{res}{space 2} .0806359{col 47}{space 2} .0220913{col 58}{space 1}    3.65{col 67}{space 3}0.000{col 75}{space 4} .0372405{col 88}{space 3} .1240313
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0158954{col 47}{space 2} .0196301{col 58}{space 1}    0.81{col 67}{space 3}0.418{col 75}{space 4}-.0226654{col 88}{space 3} .0544562
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1377914{col 47}{space 2} .0223823{col 58}{space 1}    6.16{col 67}{space 3}0.000{col 75}{space 4} .0938244{col 88}{space 3} .1817585
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0319979{col 47}{space 2} .0076532{col 58}{space 1}    4.18{col 67}{space 3}0.000{col 75}{space 4} .0169642{col 88}{space 3} .0470316
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0599538{col 47}{space 2} .0121885{col 58}{space 1}    4.92{col 67}{space 3}0.000{col 75}{space 4} .0360112{col 88}{space 3} .0838965
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0503833{col 47}{space 2} .0108292{col 58}{space 1}    4.65{col 67}{space 3}0.000{col 75}{space 4} .0291109{col 88}{space 3} .0716558
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0644324{col 47}{space 2} .0154814{col 58}{space 1}    4.16{col 67}{space 3}0.000{col 75}{space 4} .0340214{col 88}{space 3} .0948435
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0035158{col 47}{space 2} .0060045{col 58}{space 1}   -0.59{col 67}{space 3}0.558{col 75}{space 4}-.0153107{col 88}{space 3} .0082792
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000114{col 47}{space 2} .0000213{col 58}{space 1}    0.54{col 67}{space 3}0.592{col 75}{space 4}-.0000304{col 88}{space 3} .0000533
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0681265{col 47}{space 2} .0061873{col 58}{space 1}  -11.01{col 67}{space 3}0.000{col 75}{space 4}-.0802806{col 88}{space 3}-.0559723
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0716446{col 47}{space 2} .0237394{col 58}{space 1}    3.02{col 67}{space 3}0.003{col 75}{space 4} .0250116{col 88}{space 3} .1182775
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 3.06e-08{col 47}{space 2} 2.75e-08{col 58}{space 1}    1.11{col 67}{space 3}0.266{col 75}{space 4}-2.34e-08{col 88}{space 3} 8.45e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.57e-08{col 47}{space 2} 3.06e-08{col 58}{space 1}    2.47{col 67}{space 3}0.014{col 75}{space 4} 1.56e-08{col 88}{space 3} 1.36e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0000287{col 47}{space 2} .0001753{col 58}{space 1}   -0.16{col 67}{space 3}0.870{col 75}{space 4} -.000373{col 88}{space 3} .0003155
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000798{col 47}{space 2} .0001105{col 58}{space 1}   -0.72{col 67}{space 3}0.470{col 75}{space 4}-.0002968{col 88}{space 3} .0001372
{txt}{space 33} {c |}
{space 12}edu3cat#c.B_share_gym {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .010637{col 47}{space 2}  .034569{col 58}{space 1}    0.31{col 67}{space 3}0.758{col 75}{space 4}-.0572692{col 88}{space 3} .0785431
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0004959{col 47}{space 2} .0392256{col 58}{space 1}    0.01{col 67}{space 3}0.990{col 75}{space 4}-.0765576{col 88}{space 3} .0775493
{txt}{space 33} {c |}
{space 12}edu3cat#c.W_share_gym {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0842275{col 47}{space 2} .0231945{col 58}{space 1}   -3.63{col 67}{space 3}0.000{col 75}{space 4}-.1297899{col 88}{space 3}-.0386651
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0796466{col 47}{space 2} .0253475{col 58}{space 1}   -3.14{col 67}{space 3}0.002{col 75}{space 4}-.1294383{col 88}{space 3}-.0298548
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4780328{col 47}{space 2} .2600806{col 58}{space 1}    1.84{col 67}{space 3}0.067{col 75}{space 4}-.0328609{col 88}{space 3} .9889266
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,171}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_share_gym}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_share_gym              {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0806359{col 38}{space 2} .0220913{col 49}{space 1}    3.65{col 58}{space 3}0.000{col 66}{space 4} .0373377{col 79}{space 3} .1239341
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0035916{col 38}{space 2} .0123152{col 49}{space 1}   -0.29{col 58}{space 3}0.771{col 66}{space 4} -.027729{col 79}{space 3} .0205458
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} .0009893{col 38}{space 2} .0156224{col 49}{space 1}    0.06{col 58}{space 3}0.950{col 66}{space 4}  -.02963{col 79}{space 3} .0316087
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. 
. 
. 
. ********************
. **********
. ****Visualization of Moderation Effects
. **********
. ********************
. 
. graph drop _all
{txt}
{com}. 
. foreach depvar in part1 polint peff {c -(}
{txt}  2{com}. 
. coefplot ///
> (`depvar'_mod_W_edu,  label(Orig. Results) aseq( Edu. Degree)  mcolor(red) ciopts(lcol(red red) recast(rcap rcap)  lwidth(medium thin)) msymbol(diamond) offset(0.4) ) ///
> (`depvar'mod_edsysedu,  label(`: var label mod_edsys') aseq(Edu. Degree)  mcolor(black) ciopts(lcol(black black) recast(rcap rcap)  lwidth(medium thin)) msymbol(diamond) offset(0.2) ) ///
> (`depvar'share_gymedu,  label(`: var label share_gym') aseq(Edu. Degree)  mcolor(gs8) ciopts(lcol(gs8 gs8) recast(rcap rcap)  lwidth(medium thin)) msymbol(triangle)   ) ///
> (`depvar'compr_schooledu,  label(`: var label compr_school')  aseq(Edu. Degree)  mcolor(gs4) ciopts(lcol(gs4 gs4) recast(rcap rcap)  lwidth(medium thin)) msymbol(square) offset(-0.2) ) ///
> (`depvar'duration_primedu,  label(`: var label duration_prim') aseq(Edu. Degree)  mcolor(gs8) ciopts(lcol(gs8 gs8) recast(rcap rcap)  lwidth(medium thin)) msymbol(circle) offset(-0.4) ) ///
> (`depvar'_mod_W_occ,  label(Orig. Results) aseq(Occ. Quali.)  mcolor(red) ciopts(lcol(red red) recast(rcap rcap)  lwidth(medium thin)) msymbol(diamond) offset(0.4)) ///
> (`depvar'mod_edsysocc,  label(`: var label mod_edsys') aseq(Occ. Quali.)  mcolor(black) ciopts(lcol(black black) recast(rcap rcap)  lwidth(medium thin)) msymbol(diamond) offset(0.2) ) ///
> (`depvar'share_gymocc,  label(`: var label share_gym') aseq(Occ. Quali.)  mcolor(gs8) ciopts(lcol(gs8 gs8) recast(rcap rcap)  lwidth(medium thin)) msymbol(triangle) ) ///
> (`depvar'compr_schoolocc,  label(`: var label compr_school') aseq(Occ. Quali.)  mcolor(gs4) ciopts(lcol(gs4 gs4) recast(rcap rcap)  lwidth(medium thin)) msymbol(square) offset(-0.2) ) ///
> (`depvar'duration_primocc,  label(`: var label duration_prim') aseq(Occ. Quali.)  mcolor(gs8) ciopts(lcol(gs8 gs8) recast(rcap rcap)  lwidth(medium thin)) msymbol(circle) offset(-0.4) )  ///
> , title("`: var label `depvar''", size(small))  xline(0)  scheme(plotplain)  ///
> name(mod_`depvar')  rename(1.IEdu = Basic 2.IEdu= Voc. 3.IEdu= Acad. 1.edu3cat = Basic 2.edu3cat = Voc. 3.edu3cat = Acad.) levels(90 95) legend(position(6) col(3) size(tiny) ) swapnames  p6(nokey) p7(nokey) p8(nokey) p9(nokey) p10(nokey) p11(nokey) p12(nokey) p13(nokey) p14(nokey) p15(nokey)  coeflabels(,wrap(12)) xscale(r(-0.3,0.3)) xlabel(-0.3 (0.1) 0.3)
{txt}  3{com}. {c )-}
{res}{txt}
{com}. 
. *combination of results in pdfs - Main Results - Moderation
. 
. grc1leg  mod_part1 mod_polint mod_peff, rows(3) scheme(plotplain) imargin(zero) iscale(0.5) name(main_part_mod)   title("Cross-level interaction: effects of single de-stratifying education policies (within effects)" "on political engagement among different educational groups", size(vsmall))  note("Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display main_part_mod ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\Moderation_Main_SinglePolicyIndicators.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\Moderation_Main_SinglePolicyIndicators.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. ***********************************************************************************************************************************************************
. ****************************Step 4: Main Moderation Analyses with additional societal groups***************************************************************
. ***********************************************************************************************************************************************************
. 
. eststo clear
{txt}
{com}. graph drop _all
{txt}
{com}. 
. ********************
. **********
. ***Analyses Moderation Effects (Individual Educational and socio-economic heterogeneity)
. **********
. ********************
. 
. foreach depvar in part1 polint peff {c -(}
{txt}  2{com}. 
. **moderation with parents educational degree
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.PEdu ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            i.PEdu#c.B_destrat_index  i.PEdu#c.W_destrat_index , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  3{com}. eststo `depvar'_mod_parent_edu
{txt}  4{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.PEdu) post
{txt}  5{com}. eststo `depvar'_mod_W_paredu
{txt}  6{com}. 
. **moderation with parents occupational qualification
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.pedu3cat ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            i.pedu3cat#c.B_destrat_index  i.pedu3cat#c.W_destrat_index , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  7{com}. eststo `depvar'_mod_parent_occ
{txt}  8{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.pedu3cat) post
{txt}  9{com}. eststo `depvar'_mod_W_parocc
{txt} 10{com}. 
. 
. **moderation with respondents' oesch class
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.oesch3class ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            i.PEdu i.pedu3cat ///
>                            c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            i.oesch3class#c.B_destrat_index  i.oesch3class#c.W_destrat_index , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt} 11{com}. eststo `depvar'_mod_oesch
{txt} 12{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.oesch3class) post
{txt} 13{com}. eststo `depvar'_mod_W_oesch
{txt} 14{com}. 
. **moderation with respondents' income
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.inc_cat ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            i.PEdu i.pedu3cat ///
>                            c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            i.inc_cat#c.B_destrat_index  i.inc_cat#c.W_destrat_index , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt} 15{com}. eststo `depvar'_mod_inc
{txt} 16{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.inc_cat) post
{txt} 17{com}. eststo `depvar'_mod_W_inc
{txt} 18{com}. 
. {c )-}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,510
{txt}Absorbing 2 HDFE groups{col 51}F({res}  16{txt},{res}    551{txt}){col 67}= {res}     19.15
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1445
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1255
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0737
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       552{txt}{col 51}Root MSE{col 67}= {res}    0.1581

{txt}{ralign 99:(Std. err. adjusted for {res:552} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0554624{col 47}{space 2} .0309613{col 58}{space 1}   -1.79{col 67}{space 3}0.074{col 75}{space 4}-.1162791{col 88}{space 3} .0053542
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0132245{col 47}{space 2} .0207024{col 58}{space 1}    0.64{col 67}{space 3}0.523{col 75}{space 4}-.0274407{col 88}{space 3} .0538898
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0402637{col 47}{space 2} .0115508{col 58}{space 1}    3.49{col 67}{space 3}0.001{col 75}{space 4} .0175748{col 88}{space 3} .0629526
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0762181{col 47}{space 2}  .011077{col 58}{space 1}    6.88{col 67}{space 3}0.000{col 75}{space 4} .0544598{col 88}{space 3} .0979763
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0067932{col 47}{space 2} .0060862{col 58}{space 1}    1.12{col 67}{space 3}0.265{col 75}{space 4}-.0051618{col 88}{space 3} .0187481
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000532{col 47}{space 2} .0000207{col 58}{space 1}   -2.57{col 67}{space 3}0.011{col 75}{space 4} -.000094{col 88}{space 3}-.0000125
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0295688{col 47}{space 2} .0052563{col 58}{space 1}   -5.63{col 67}{space 3}0.000{col 75}{space 4}-.0398936{col 88}{space 3}-.0192441
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1177294{col 47}{space 2} .0189988{col 58}{space 1}    6.20{col 67}{space 3}0.000{col 75}{space 4} .0804104{col 88}{space 3} .1550483
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-6.93e-08{col 47}{space 2} 2.36e-08{col 58}{space 1}   -2.93{col 67}{space 3}0.004{col 75}{space 4}-1.16e-07{col 88}{space 3}-2.29e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.71e-08{col 47}{space 2} 2.55e-08{col 58}{space 1}    1.06{col 67}{space 3}0.287{col 75}{space 4}-2.29e-08{col 88}{space 3} 7.72e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0000553{col 47}{space 2}  .000209{col 58}{space 1}   -0.26{col 67}{space 3}0.792{col 75}{space 4}-.0004658{col 88}{space 3} .0003553
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000258{col 47}{space 2} .0000964{col 58}{space 1}   -0.27{col 67}{space 3}0.789{col 75}{space 4}-.0002151{col 88}{space 3} .0001635
{txt}{space 33} {c |}
{space 11}PEdu#c.B_destrat_index {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0428598{col 47}{space 2}  .032429{col 58}{space 1}    1.32{col 67}{space 3}0.187{col 75}{space 4}-.0208398{col 88}{space 3} .1065594
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0684474{col 47}{space 2} .0360496{col 58}{space 1}    1.90{col 67}{space 3}0.058{col 75}{space 4}-.0023639{col 88}{space 3} .1392588
{txt}{space 33} {c |}
{space 11}PEdu#c.W_destrat_index {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0120238{col 47}{space 2} .0314256{col 58}{space 1}   -0.38{col 67}{space 3}0.702{col 75}{space 4}-.0737523{col 88}{space 3} .0497048
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} -.005154{col 47}{space 2} .0322571{col 58}{space 1}   -0.16{col 67}{space 3}0.873{col 75}{space 4} -.068516{col 88}{space 3}  .058208
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .0642156{col 47}{space 2} .2580027{col 58}{space 1}    0.25{col 67}{space 3}0.804{col 75}{space 4}-.4425736{col 88}{space 3} .5710048
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,510}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:PEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47} Delta-method
{col 35}{c |}      dy/dx{col 47}   std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index                   {txt}{c |}
{space 29}PEdu {c |}
{space 5}Parental edu. degree: basic  {c |}{col 35}{res}{space 2} .0132245{col 47}{space 2} .0207024{col 58}{space 1}    0.64{col 67}{space 3}0.523{col 75}{space 4}-.0273514{col 88}{space 3} .0538004
{txt}Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0012008{col 47}{space 2} .0288745{col 58}{space 1}    0.04{col 67}{space 3}0.967{col 75}{space 4}-.0553923{col 88}{space 3} .0577938
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0080705{col 47}{space 2} .0303146{col 58}{space 1}    0.27{col 67}{space 3}0.790{col 75}{space 4}-.0513451{col 88}{space 3} .0674862
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,547
{txt}Absorbing 2 HDFE groups{col 51}F({res}  16{txt},{res}    551{txt}){col 67}= {res}     14.17
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1334
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1144
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0609
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       552{txt}{col 51}Root MSE{col 67}= {res}    0.1597

{txt}{ralign 99:(Std. err. adjusted for {res:552} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0323243{col 47}{space 2} .0550117{col 58}{space 1}    0.59{col 67}{space 3}0.557{col 75}{space 4}-.0757339{col 88}{space 3} .1403826
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} -.003813{col 47}{space 2} .0442608{col 58}{space 1}   -0.09{col 67}{space 3}0.931{col 75}{space 4}-.0907536{col 88}{space 3} .0831276
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0645186{col 47}{space 2} .0150141{col 58}{space 1}    4.30{col 67}{space 3}0.000{col 75}{space 4} .0350268{col 88}{space 3} .0940104
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .1085565{col 47}{space 2}  .016933{col 58}{space 1}    6.41{col 67}{space 3}0.000{col 75}{space 4} .0752953{col 88}{space 3} .1418177
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0080942{col 47}{space 2} .0061693{col 58}{space 1}    1.31{col 67}{space 3}0.190{col 75}{space 4}-.0040241{col 88}{space 3} .0202125
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000557{col 47}{space 2} .0000212{col 58}{space 1}   -2.62{col 67}{space 3}0.009{col 75}{space 4}-.0000974{col 88}{space 3} -.000014
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0266616{col 47}{space 2} .0053718{col 58}{space 1}   -4.96{col 67}{space 3}0.000{col 75}{space 4}-.0372134{col 88}{space 3}-.0161098
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1011493{col 47}{space 2} .0191193{col 58}{space 1}    5.29{col 67}{space 3}0.000{col 75}{space 4} .0635936{col 88}{space 3} .1387049
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-8.31e-08{col 47}{space 2} 2.42e-08{col 58}{space 1}   -3.44{col 67}{space 3}0.001{col 75}{space 4}-1.31e-07{col 88}{space 3}-3.56e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.60e-08{col 47}{space 2} 2.54e-08{col 58}{space 1}    0.63{col 67}{space 3}0.530{col 75}{space 4}-3.40e-08{col 88}{space 3} 6.60e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001068{col 47}{space 2} .0002133{col 58}{space 1}   -0.50{col 67}{space 3}0.617{col 75}{space 4}-.0005257{col 88}{space 3} .0003121
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000107{col 47}{space 2} .0000978{col 58}{space 1}    0.11{col 67}{space 3}0.913{col 75}{space 4}-.0001814{col 88}{space 3} .0002028
{txt}{space 33} {c |}
{space 7}pedu3cat#c.B_destrat_index {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0625869{col 47}{space 2} .0514446{col 58}{space 1}   -1.22{col 67}{space 3}0.224{col 75}{space 4}-.1636384{col 88}{space 3} .0384646
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} -.007664{col 47}{space 2} .0585782{col 58}{space 1}   -0.13{col 67}{space 3}0.896{col 75}{space 4} -.122728{col 88}{space 3}    .1074
{txt}{space 33} {c |}
{space 7}pedu3cat#c.W_destrat_index {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0192094{col 47}{space 2} .0435902{col 58}{space 1}    0.44{col 67}{space 3}0.660{col 75}{space 4}-.0664139{col 88}{space 3} .1048326
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0071448{col 47}{space 2} .0521103{col 58}{space 1}    0.14{col 67}{space 3}0.891{col 75}{space 4}-.0952144{col 88}{space 3}  .109504
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.0120139{col 47}{space 2}  .261517{col 58}{space 1}   -0.05{col 67}{space 3}0.963{col 75}{space 4}-.5257062{col 88}{space 3} .5016784
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,547}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:pedu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47} Delta-method
{col 35}{c |}      dy/dx{col 47}   std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index                   {txt}{c |}
{space 25}pedu3cat {c |}
{space 5}Parental occ. quali.: basic  {c |}{col 35}{res}{space 2} -.003813{col 47}{space 2} .0442608{col 58}{space 1}   -0.09{col 67}{space 3}0.931{col 75}{space 4}-.0905627{col 88}{space 3} .0829366
{txt}Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0153963{col 47}{space 2} .0185007{col 58}{space 1}    0.83{col 67}{space 3}0.405{col 75}{space 4}-.0208643{col 88}{space 3}  .051657
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0033318{col 47}{space 2} .0320712{col 58}{space 1}    0.10{col 67}{space 3}0.917{col 75}{space 4}-.0595267{col 88}{space 3} .0661903
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     2,102
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    469{txt}){col 67}= {res}     13.79
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1969
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1655
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1079
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       470{txt}{col 51}Root MSE{col 67}= {res}    0.1555

{txt}{ralign 99:(Std. err. adjusted for {res:470} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0284912{col 47}{space 2}  .035758{col 58}{space 1}   -0.80{col 67}{space 3}0.426{col 75}{space 4} -.098757{col 88}{space 3} .0417746
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0703073{col 47}{space 2} .0258213{col 58}{space 1}    2.72{col 67}{space 3}0.007{col 75}{space 4} .0195676{col 88}{space 3}  .121047
{txt}{space 33} {c |}
{space 22}oesch3class {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2} .0403529{col 47}{space 2} .0192428{col 58}{space 1}    2.10{col 67}{space 3}0.037{col 75}{space 4} .0025402{col 88}{space 3} .0781655
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2} .0621724{col 47}{space 2} .0108172{col 58}{space 1}    5.75{col 67}{space 3}0.000{col 75}{space 4} .0409162{col 88}{space 3} .0834285
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0151792{col 47}{space 2} .0076322{col 58}{space 1}    1.99{col 67}{space 3}0.047{col 75}{space 4} .0001816{col 88}{space 3} .0301768
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000354{col 47}{space 2} .0000354{col 58}{space 1}   -1.00{col 67}{space 3}0.317{col 75}{space 4} -.000105{col 88}{space 3} .0000341
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0142679{col 47}{space 2} .0070125{col 58}{space 1}   -2.03{col 67}{space 3}0.042{col 75}{space 4}-.0280478{col 88}{space 3} -.000488
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0956586{col 47}{space 2} .0266418{col 58}{space 1}    3.59{col 67}{space 3}0.000{col 75}{space 4} .0433066{col 88}{space 3} .1480106
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .030396{col 47}{space 2} .0094816{col 58}{space 1}    3.21{col 67}{space 3}0.001{col 75}{space 4} .0117643{col 88}{space 3} .0490276
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0476849{col 47}{space 2} .0149673{col 58}{space 1}    3.19{col 67}{space 3}0.002{col 75}{space 4} .0182735{col 88}{space 3} .0770962
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0282318{col 47}{space 2} .0126227{col 58}{space 1}    2.24{col 67}{space 3}0.026{col 75}{space 4} .0034276{col 88}{space 3} .0530359
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0390945{col 47}{space 2} .0190925{col 58}{space 1}    2.05{col 67}{space 3}0.041{col 75}{space 4}  .001577{col 88}{space 3}  .076612
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.09e-07{col 47}{space 2} 3.08e-08{col 58}{space 1}   -3.53{col 67}{space 3}0.000{col 75}{space 4}-1.69e-07{col 88}{space 3}-4.83e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.27e-08{col 47}{space 2} 3.45e-08{col 58}{space 1}    0.37{col 67}{space 3}0.712{col 75}{space 4}-5.50e-08{col 88}{space 3} 8.04e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0003271{col 47}{space 2} .0002619{col 58}{space 1}   -1.25{col 67}{space 3}0.212{col 75}{space 4}-.0008419{col 88}{space 3} .0001876
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000781{col 47}{space 2} .0001323{col 58}{space 1}    0.59{col 67}{space 3}0.555{col 75}{space 4}-.0001819{col 88}{space 3}  .000338
{txt}{space 33} {c |}
{space 4}oesch3class#c.B_destrat_index {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2}-.0321522{col 47}{space 2} .0728469{col 58}{space 1}   -0.44{col 67}{space 3}0.659{col 75}{space 4} -.175299{col 88}{space 3} .1109945
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2} .0180733{col 47}{space 2} .0342828{col 58}{space 1}    0.53{col 67}{space 3}0.598{col 75}{space 4}-.0492937{col 88}{space 3} .0854402
{txt}{space 33} {c |}
{space 4}oesch3class#c.W_destrat_index {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2}-.0883926{col 47}{space 2} .0785665{col 58}{space 1}   -1.13{col 67}{space 3}0.261{col 75}{space 4}-.2427784{col 88}{space 3} .0659932
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2}-.1069505{col 47}{space 2} .0351466{col 58}{space 1}   -3.04{col 67}{space 3}0.002{col 75}{space 4}-.1760148{col 88}{space 3}-.0378862
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.3345455{col 47}{space 2} .3029844{col 58}{space 1}   -1.10{col 67}{space 3}0.270{col 75}{space 4}-.9299205{col 88}{space 3} .2608295
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       59{col 30}{space 1}        0{col 42}{result}{space 1}       59{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:2,102}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:oesch3class}{p_end}
{p2colreset}{...}

{res}{txt}{hline 23}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 24}{c |}{col 36} Delta-method
{col 24}{c |}      dy/dx{col 36}   std. err.{col 48}      z{col 56}   P>|z|{col 64}     [95% con{col 77}f. interval]
{hline 23}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index        {txt}{c |}
{space 11}oesch3class {c |}
{space 8}Working Class  {c |}{col 24}{res}{space 2} .0703073{col 36}{space 2} .0258213{col 47}{space 1}    2.72{col 56}{space 3}0.006{col 64}{space 4} .0196985{col 77}{space 3}  .120916
{txt}Small Business Owners  {c |}{col 24}{res}{space 2}-.0180853{col 36}{space 2} .0761948{col 47}{space 1}   -0.24{col 56}{space 3}0.812{col 64}{space 4}-.1674243{col 77}{space 3} .1312536
{txt}{space 8}Service Class  {c |}{col 24}{res}{space 2}-.0366432{col 36}{space 2} .0301521{col 47}{space 1}   -1.22{col 56}{space 3}0.224{col 64}{space 4}-.0957404{col 77}{space 3} .0224539
{txt}{hline 23}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     2,883
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    527{txt}){col 67}= {res}     14.78
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1576
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1335
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0911
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       528{txt}{col 51}Root MSE{col 67}= {res}    0.1581

{txt}{ralign 99:(Std. err. adjusted for {res:528} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0343851{col 47}{space 2} .0343686{col 58}{space 1}    1.00{col 67}{space 3}0.318{col 75}{space 4}-.0331312{col 88}{space 3} .1019013
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1112186{col 47}{space 2} .0275403{col 58}{space 1}    4.04{col 67}{space 3}0.000{col 75}{space 4} .0571164{col 88}{space 3} .1653209
{txt}{space 33} {c |}
{space 26}inc_cat {c |}
{space 19}Middle Income  {c |}{col 35}{res}{space 2} .0169715{col 47}{space 2} .0102491{col 58}{space 1}    1.66{col 67}{space 3}0.098{col 75}{space 4}-.0031625{col 88}{space 3} .0371055
{txt}{space 21}High Income  {c |}{col 35}{res}{space 2} .0550013{col 47}{space 2} .0115074{col 58}{space 1}    4.78{col 67}{space 3}0.000{col 75}{space 4} .0323953{col 88}{space 3} .0776073
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0088117{col 47}{space 2}  .006665{col 58}{space 1}    1.32{col 67}{space 3}0.187{col 75}{space 4}-.0042815{col 88}{space 3} .0219049
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000296{col 47}{space 2}  .000024{col 58}{space 1}   -1.23{col 67}{space 3}0.218{col 75}{space 4}-.0000768{col 88}{space 3} .0000175
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0045675{col 47}{space 2}  .006319{col 58}{space 1}   -0.72{col 67}{space 3}0.470{col 75}{space 4} -.016981{col 88}{space 3}  .007846
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0999546{col 47}{space 2} .0235317{col 58}{space 1}    4.25{col 67}{space 3}0.000{col 75}{space 4} .0537271{col 88}{space 3} .1461821
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0455212{col 47}{space 2} .0083309{col 58}{space 1}    5.46{col 67}{space 3}0.000{col 75}{space 4} .0291553{col 88}{space 3}  .061887
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0764639{col 47}{space 2} .0124296{col 58}{space 1}    6.15{col 67}{space 3}0.000{col 75}{space 4} .0520463{col 88}{space 3} .1008816
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0273942{col 47}{space 2} .0111659{col 58}{space 1}    2.45{col 67}{space 3}0.014{col 75}{space 4} .0054592{col 88}{space 3} .0493293
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0319268{col 47}{space 2} .0167444{col 58}{space 1}    1.91{col 67}{space 3}0.057{col 75}{space 4}-.0009672{col 88}{space 3} .0648209
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-5.26e-08{col 47}{space 2} 2.66e-08{col 58}{space 1}   -1.98{col 67}{space 3}0.048{col 75}{space 4}-1.05e-07{col 88}{space 3}-4.05e-10
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.44e-08{col 47}{space 2} 2.89e-08{col 58}{space 1}    0.84{col 67}{space 3}0.399{col 75}{space 4}-3.23e-08{col 88}{space 3} 8.10e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0004227{col 47}{space 2} .0002318{col 58}{space 1}   -1.82{col 67}{space 3}0.069{col 75}{space 4}-.0008781{col 88}{space 3} .0000328
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000241{col 47}{space 2} .0001099{col 58}{space 1}   -0.22{col 67}{space 3}0.827{col 75}{space 4}  -.00024{col 88}{space 3} .0001918
{txt}{space 33} {c |}
{space 8}inc_cat#c.B_destrat_index {c |}
{space 19}Middle Income  {c |}{col 35}{res}{space 2}-.0386168{col 47}{space 2} .0333776{col 58}{space 1}   -1.16{col 67}{space 3}0.248{col 75}{space 4}-.1041864{col 88}{space 3} .0269527
{txt}{space 21}High Income  {c |}{col 35}{res}{space 2}-.0349809{col 47}{space 2} .0361626{col 58}{space 1}   -0.97{col 67}{space 3}0.334{col 75}{space 4}-.1060213{col 88}{space 3} .0360596
{txt}{space 33} {c |}
{space 8}inc_cat#c.W_destrat_index {c |}
{space 19}Middle Income  {c |}{col 35}{res}{space 2} -.107818{col 47}{space 2} .0349691{col 58}{space 1}   -3.08{col 67}{space 3}0.002{col 75}{space 4}-.1765138{col 88}{space 3}-.0391221
{txt}{space 21}High Income  {c |}{col 35}{res}{space 2}-.1573577{col 47}{space 2} .0333333{col 58}{space 1}   -4.72{col 67}{space 3}0.000{col 75}{space 4}  -.22284{col 88}{space 3}-.0918753
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} -.122583{col 47}{space 2} .2868829{col 58}{space 1}   -0.43{col 67}{space 3}0.669{col 75}{space 4}-.6861574{col 88}{space 3} .4409914
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:2,883}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:inc_cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29} Delta-method
{col 17}{c |}      dy/dx{col 29}   std. err.{col 41}      z{col 49}   P>|z|{col 57}     [95% con{col 70}f. interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index {txt}{c |}
{space 8}inc_cat {c |}
{space 4}Low Income  {c |}{col 17}{res}{space 2} .1112186{col 29}{space 2} .0275403{col 40}{space 1}    4.04{col 49}{space 3}0.000{col 57}{space 4} .0572407{col 70}{space 3} .1651966
{txt}{space 1}Middle Income  {c |}{col 17}{res}{space 2} .0034007{col 29}{space 2} .0282239{col 40}{space 1}    0.12{col 49}{space 3}0.904{col 57}{space 4}-.0519172{col 70}{space 3} .0587185
{txt}{space 3}High Income  {c |}{col 17}{res}{space 2} -.046139{col 29}{space 2} .0277778{col 40}{space 1}   -1.66{col 49}{space 3}0.097{col 57}{space 4}-.1005825{col 70}{space 3} .0083045
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    12,762
{txt}Absorbing 2 HDFE groups{col 51}F({res}  16{txt},{res}    633{txt}){col 67}= {res}     89.87
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1411
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1355
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0900
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       634{txt}{col 51}Root MSE{col 67}= {res}    0.2334

{txt}{ralign 99:(Std. err. adjusted for {res:634} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0694832{col 47}{space 2} .0246709{col 58}{space 1}   -2.82{col 67}{space 3}0.005{col 75}{space 4}-.1179299{col 88}{space 3}-.0210364
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0106854{col 47}{space 2} .0167089{col 58}{space 1}    0.64{col 67}{space 3}0.523{col 75}{space 4} -.022126{col 88}{space 3} .0434969
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0671717{col 47}{space 2}  .008754{col 58}{space 1}    7.67{col 67}{space 3}0.000{col 75}{space 4} .0499814{col 88}{space 3}  .084362
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .1311069{col 47}{space 2}  .009891{col 58}{space 1}   13.26{col 67}{space 3}0.000{col 75}{space 4} .1116837{col 88}{space 3} .1505301
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0046712{col 47}{space 2} .0040203{col 58}{space 1}   -1.16{col 67}{space 3}0.246{col 75}{space 4} -.012566{col 88}{space 3} .0032235
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000248{col 47}{space 2} .0000135{col 58}{space 1}   -1.83{col 67}{space 3}0.068{col 75}{space 4}-.0000514{col 88}{space 3} 1.82e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1085179{col 47}{space 2} .0040657{col 58}{space 1}  -26.69{col 67}{space 3}0.000{col 75}{space 4}-.1165018{col 88}{space 3}-.1005341
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0700353{col 47}{space 2}  .014769{col 58}{space 1}    4.74{col 67}{space 3}0.000{col 75}{space 4} .0410331{col 88}{space 3} .0990376
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-2.05e-08{col 47}{space 2} 1.75e-08{col 58}{space 1}   -1.17{col 67}{space 3}0.241{col 75}{space 4}-5.49e-08{col 88}{space 3} 1.38e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 4.31e-08{col 47}{space 2} 1.97e-08{col 58}{space 1}    2.19{col 67}{space 3}0.029{col 75}{space 4} 4.42e-09{col 88}{space 3} 8.18e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0004909{col 47}{space 2} .0001474{col 58}{space 1}    3.33{col 67}{space 3}0.001{col 75}{space 4} .0002013{col 88}{space 3} .0007804
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001459{col 47}{space 2}  .000074{col 58}{space 1}   -1.97{col 67}{space 3}0.049{col 75}{space 4}-.0002912{col 88}{space 3}-5.40e-07
{txt}{space 33} {c |}
{space 11}PEdu#c.B_destrat_index {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0091895{col 47}{space 2} .0263603{col 58}{space 1}   -0.35{col 67}{space 3}0.727{col 75}{space 4}-.0609537{col 88}{space 3} .0425746
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}-.0045133{col 47}{space 2} .0295143{col 58}{space 1}   -0.15{col 67}{space 3}0.879{col 75}{space 4}-.0624712{col 88}{space 3} .0534445
{txt}{space 33} {c |}
{space 11}PEdu#c.W_destrat_index {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0314439{col 47}{space 2} .0228945{col 58}{space 1}   -1.37{col 67}{space 3}0.170{col 75}{space 4}-.0764024{col 88}{space 3} .0135145
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0110037{col 47}{space 2} .0266221{col 58}{space 1}    0.41{col 67}{space 3}0.680{col 75}{space 4}-.0412746{col 88}{space 3}  .063282
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .7476761{col 47}{space 2} .1664915{col 58}{space 1}    4.49{col 67}{space 3}0.000{col 75}{space 4} .4207337{col 88}{space 3} 1.074618
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        8{col 30}{space 1}        1{col 42}{result}{space 1}        7{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:12,762}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:PEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47} Delta-method
{col 35}{c |}      dy/dx{col 47}   std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index                   {txt}{c |}
{space 29}PEdu {c |}
{space 5}Parental edu. degree: basic  {c |}{col 35}{res}{space 2} .0106854{col 47}{space 2} .0167089{col 58}{space 1}    0.64{col 67}{space 3}0.522{col 75}{space 4}-.0220633{col 88}{space 3} .0434342
{txt}Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0207585{col 47}{space 2}  .020841{col 58}{space 1}   -1.00{col 67}{space 3}0.319{col 75}{space 4}-.0616061{col 88}{space 3} .0200891
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0216891{col 47}{space 2} .0249851{col 58}{space 1}    0.87{col 67}{space 3}0.385{col 75}{space 4}-.0272808{col 88}{space 3}  .070659
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    12,083
{txt}Absorbing 2 HDFE groups{col 51}F({res}  16{txt},{res}    631{txt}){col 67}= {res}     77.69
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1356
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1298
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0805
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       632{txt}{col 51}Root MSE{col 67}= {res}    0.2350

{txt}{ralign 99:(Std. err. adjusted for {res:632} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0538294{col 47}{space 2} .0429631{col 58}{space 1}   -1.25{col 67}{space 3}0.211{col 75}{space 4}-.1381973{col 88}{space 3} .0305385
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0222529{col 47}{space 2}  .029781{col 58}{space 1}    0.75{col 67}{space 3}0.455{col 75}{space 4}-.0362289{col 88}{space 3} .0807347
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0587436{col 47}{space 2} .0117343{col 58}{space 1}    5.01{col 67}{space 3}0.000{col 75}{space 4} .0357006{col 88}{space 3} .0817865
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .1516347{col 47}{space 2}  .013786{col 58}{space 1}   11.00{col 67}{space 3}0.000{col 75}{space 4} .1245627{col 88}{space 3} .1787067
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0024115{col 47}{space 2} .0042599{col 58}{space 1}   -0.57{col 67}{space 3}0.572{col 75}{space 4}-.0107768{col 88}{space 3} .0059538
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000394{col 47}{space 2} .0000184{col 58}{space 1}   -2.14{col 67}{space 3}0.032{col 75}{space 4}-.0000755{col 88}{space 3}-3.30e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1050901{col 47}{space 2} .0042544{col 58}{space 1}  -24.70{col 67}{space 3}0.000{col 75}{space 4}-.1134446{col 88}{space 3}-.0967355
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0674365{col 47}{space 2} .0154838{col 58}{space 1}    4.36{col 67}{space 3}0.000{col 75}{space 4} .0370304{col 88}{space 3} .0978426
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-2.61e-08{col 47}{space 2} 1.79e-08{col 58}{space 1}   -1.46{col 67}{space 3}0.145{col 75}{space 4}-6.12e-08{col 88}{space 3} 8.98e-09
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 4.12e-08{col 47}{space 2} 2.01e-08{col 58}{space 1}    2.05{col 67}{space 3}0.041{col 75}{space 4} 1.64e-09{col 88}{space 3} 8.07e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0004255{col 47}{space 2}  .000148{col 58}{space 1}    2.88{col 67}{space 3}0.004{col 75}{space 4} .0001349{col 88}{space 3}  .000716
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001411{col 47}{space 2} .0000747{col 58}{space 1}   -1.89{col 67}{space 3}0.060{col 75}{space 4}-.0002879{col 88}{space 3} 5.70e-06
{txt}{space 33} {c |}
{space 7}pedu3cat#c.B_destrat_index {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0176521{col 47}{space 2} .0410747{col 58}{space 1}   -0.43{col 67}{space 3}0.668{col 75}{space 4}-.0983118{col 88}{space 3} .0630076
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0062657{col 47}{space 2} .0462292{col 58}{space 1}   -0.14{col 67}{space 3}0.892{col 75}{space 4}-.0970475{col 88}{space 3} .0845161
{txt}{space 33} {c |}
{space 7}pedu3cat#c.W_destrat_index {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0258277{col 47}{space 2}  .030374{col 58}{space 1}   -0.85{col 67}{space 3}0.395{col 75}{space 4} -.085474{col 88}{space 3} .0338186
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0087525{col 47}{space 2} .0386435{col 58}{space 1}    0.23{col 67}{space 3}0.821{col 75}{space 4}-.0671329{col 88}{space 3} .0846378
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .6576582{col 47}{space 2} .1759572{col 58}{space 1}    3.74{col 67}{space 3}0.000{col 75}{space 4} .3121256{col 88}{space 3} 1.003191
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:12,083}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:pedu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47} Delta-method
{col 35}{c |}      dy/dx{col 47}   std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index                   {txt}{c |}
{space 25}pedu3cat {c |}
{space 5}Parental occ. quali.: basic  {c |}{col 35}{res}{space 2} .0222529{col 47}{space 2}  .029781{col 58}{space 1}    0.75{col 67}{space 3}0.455{col 75}{space 4}-.0361167{col 88}{space 3} .0806225
{txt}Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0035748{col 47}{space 2} .0152153{col 58}{space 1}   -0.23{col 67}{space 3}0.814{col 75}{space 4}-.0333962{col 88}{space 3} .0262467
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0310054{col 47}{space 2} .0274694{col 58}{space 1}    1.13{col 67}{space 3}0.259{col 75}{space 4}-.0228336{col 88}{space 3} .0848444
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 5 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     7,034
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    589{txt}){col 67}= {res}     54.37
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1806
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1706
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1100
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       590{txt}{col 51}Root MSE{col 67}= {res}    0.2236

{txt}{ralign 99:(Std. err. adjusted for {res:590} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0662175{col 47}{space 2} .0265361{col 58}{space 1}   -2.50{col 67}{space 3}0.013{col 75}{space 4}-.1183344{col 88}{space 3}-.0141006
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}  .059199{col 47}{space 2} .0239807{col 58}{space 1}    2.47{col 67}{space 3}0.014{col 75}{space 4} .0121008{col 88}{space 3} .1062971
{txt}{space 33} {c |}
{space 22}oesch3class {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2} .0698504{col 47}{space 2}  .017211{col 58}{space 1}    4.06{col 67}{space 3}0.000{col 75}{space 4}  .036048{col 88}{space 3} .1036529
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2} .1005736{col 47}{space 2} .0089291{col 58}{space 1}   11.26{col 67}{space 3}0.000{col 75}{space 4} .0830369{col 88}{space 3} .1181103
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0010494{col 47}{space 2} .0056419{col 58}{space 1}    0.19{col 67}{space 3}0.853{col 75}{space 4}-.0100313{col 88}{space 3} .0121301
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-9.94e-06{col 47}{space 2} .0000285{col 58}{space 1}   -0.35{col 67}{space 3}0.727{col 75}{space 4}-.0000659{col 88}{space 3}  .000046
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1033027{col 47}{space 2} .0052789{col 58}{space 1}  -19.57{col 67}{space 3}0.000{col 75}{space 4}-.1136704{col 88}{space 3} -.092935
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0268316{col 47}{space 2} .0181995{col 58}{space 1}    1.47{col 67}{space 3}0.141{col 75}{space 4}-.0089123{col 88}{space 3} .0625755
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0281436{col 47}{space 2} .0071643{col 58}{space 1}    3.93{col 67}{space 3}0.000{col 75}{space 4}  .014073{col 88}{space 3} .0422142
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0621222{col 47}{space 2} .0102636{col 58}{space 1}    6.05{col 67}{space 3}0.000{col 75}{space 4} .0419646{col 88}{space 3} .0822799
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0219154{col 47}{space 2} .0101285{col 58}{space 1}    2.16{col 67}{space 3}0.031{col 75}{space 4} .0020231{col 88}{space 3} .0418076
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0414249{col 47}{space 2} .0137302{col 58}{space 1}    3.02{col 67}{space 3}0.003{col 75}{space 4} .0144589{col 88}{space 3} .0683909
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-6.46e-09{col 47}{space 2} 2.37e-08{col 58}{space 1}   -0.27{col 67}{space 3}0.785{col 75}{space 4}-5.30e-08{col 88}{space 3} 4.01e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.44e-08{col 47}{space 2} 2.84e-08{col 58}{space 1}    0.86{col 67}{space 3}0.390{col 75}{space 4}-3.13e-08{col 88}{space 3} 8.01e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0004249{col 47}{space 2} .0001956{col 58}{space 1}    2.17{col 67}{space 3}0.030{col 75}{space 4} .0000408{col 88}{space 3} .0008091
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001613{col 47}{space 2} .0001031{col 58}{space 1}   -1.56{col 67}{space 3}0.118{col 75}{space 4}-.0003637{col 88}{space 3} .0000412
{txt}{space 33} {c |}
{space 4}oesch3class#c.B_destrat_index {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2}  -.00708{col 47}{space 2} .0554006{col 58}{space 1}   -0.13{col 67}{space 3}0.898{col 75}{space 4}-.1158869{col 88}{space 3} .1017268
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2}-.0137901{col 47}{space 2} .0280136{col 58}{space 1}   -0.49{col 67}{space 3}0.623{col 75}{space 4}-.0688088{col 88}{space 3} .0412286
{txt}{space 33} {c |}
{space 4}oesch3class#c.W_destrat_index {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2}-.0100614{col 47}{space 2} .0496838{col 58}{space 1}   -0.20{col 67}{space 3}0.840{col 75}{space 4}-.1076404{col 88}{space 3} .0875176
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2}-.0705977{col 47}{space 2} .0303471{col 58}{space 1}   -2.33{col 67}{space 3}0.020{col 75}{space 4}-.1301994{col 88}{space 3}-.0109961
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4508323{col 47}{space 2} .2165244{col 58}{space 1}    2.08{col 67}{space 3}0.038{col 75}{space 4} .0255784{col 88}{space 3} .8760863
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:7,034}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:oesch3class}{p_end}
{p2colreset}{...}

{res}{txt}{hline 23}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 24}{c |}{col 36} Delta-method
{col 24}{c |}      dy/dx{col 36}   std. err.{col 48}      z{col 56}   P>|z|{col 64}     [95% con{col 77}f. interval]
{hline 23}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index        {txt}{c |}
{space 11}oesch3class {c |}
{space 8}Working Class  {c |}{col 24}{res}{space 2}  .059199{col 36}{space 2} .0239807{col 47}{space 1}    2.47{col 56}{space 3}0.014{col 64}{space 4} .0121976{col 77}{space 3} .1062004
{txt}Small Business Owners  {c |}{col 24}{res}{space 2} .0491376{col 36}{space 2} .0481839{col 47}{space 1}    1.02{col 56}{space 3}0.308{col 64}{space 4}-.0453011{col 77}{space 3} .1435763
{txt}{space 8}Service Class  {c |}{col 24}{res}{space 2}-.0113987{col 36}{space 2} .0223794{col 47}{space 1}   -0.51{col 56}{space 3}0.611{col 64}{space 4}-.0552615{col 77}{space 3}  .032464
{txt}{hline 23}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 5 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     9,793
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    616{txt}){col 67}= {res}     66.38
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1596
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1522
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1030
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       617{txt}{col 51}Root MSE{col 67}= {res}    0.2309

{txt}{ralign 99:(Std. err. adjusted for {res:617} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0607075{col 47}{space 2} .0269538{col 58}{space 1}   -2.25{col 67}{space 3}0.025{col 75}{space 4}-.1136399{col 88}{space 3}-.0077751
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0286444{col 47}{space 2} .0215803{col 58}{space 1}    1.33{col 67}{space 3}0.185{col 75}{space 4}-.0137355{col 88}{space 3} .0710243
{txt}{space 33} {c |}
{space 26}inc_cat {c |}
{space 19}Middle Income  {c |}{col 35}{res}{space 2} .0015648{col 47}{space 2} .0097925{col 58}{space 1}    0.16{col 67}{space 3}0.873{col 75}{space 4}-.0176659{col 88}{space 3} .0207955
{txt}{space 21}High Income  {c |}{col 35}{res}{space 2} .0768495{col 47}{space 2} .0107464{col 58}{space 1}    7.15{col 67}{space 3}0.000{col 75}{space 4} .0557455{col 88}{space 3} .0979535
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0005964{col 47}{space 2} .0049035{col 58}{space 1}   -0.12{col 67}{space 3}0.903{col 75}{space 4}-.0102261{col 88}{space 3} .0090332
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000351{col 47}{space 2} .0000206{col 58}{space 1}   -1.70{col 67}{space 3}0.089{col 75}{space 4}-.0000755{col 88}{space 3} 5.34e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0803682{col 47}{space 2} .0054389{col 58}{space 1}  -14.78{col 67}{space 3}0.000{col 75}{space 4}-.0910494{col 88}{space 3}-.0696871
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0540698{col 47}{space 2} .0173802{col 58}{space 1}    3.11{col 67}{space 3}0.002{col 75}{space 4} .0199383{col 88}{space 3} .0882014
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0455281{col 47}{space 2} .0058542{col 58}{space 1}    7.78{col 67}{space 3}0.000{col 75}{space 4} .0340316{col 88}{space 3} .0570246
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .087669{col 47}{space 2} .0087657{col 58}{space 1}   10.00{col 67}{space 3}0.000{col 75}{space 4} .0704548{col 88}{space 3} .1048832
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0349065{col 47}{space 2} .0077639{col 58}{space 1}    4.50{col 67}{space 3}0.000{col 75}{space 4} .0196595{col 88}{space 3} .0501536
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0682576{col 47}{space 2} .0112222{col 58}{space 1}    6.08{col 67}{space 3}0.000{col 75}{space 4} .0462192{col 88}{space 3} .0902959
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 3.34e-09{col 47}{space 2} 2.04e-08{col 58}{space 1}    0.16{col 67}{space 3}0.870{col 75}{space 4}-3.68e-08{col 88}{space 3} 4.35e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.75e-08{col 47}{space 2} 2.29e-08{col 58}{space 1}    2.94{col 67}{space 3}0.003{col 75}{space 4} 2.24e-08{col 88}{space 3} 1.13e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}  .000478{col 47}{space 2} .0001668{col 58}{space 1}    2.87{col 67}{space 3}0.004{col 75}{space 4} .0001505{col 88}{space 3} .0008055
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001913{col 47}{space 2} .0000822{col 58}{space 1}   -2.33{col 67}{space 3}0.020{col 75}{space 4}-.0003528{col 88}{space 3}-.0000298
{txt}{space 33} {c |}
{space 8}inc_cat#c.B_destrat_index {c |}
{space 19}Middle Income  {c |}{col 35}{res}{space 2} .0005546{col 47}{space 2} .0276337{col 58}{space 1}    0.02{col 67}{space 3}0.984{col 75}{space 4}-.0537132{col 88}{space 3} .0548223
{txt}{space 21}High Income  {c |}{col 35}{res}{space 2}-.0549462{col 47}{space 2} .0315922{col 58}{space 1}   -1.74{col 67}{space 3}0.082{col 75}{space 4}-.1169877{col 88}{space 3} .0070953
{txt}{space 33} {c |}
{space 8}inc_cat#c.W_destrat_index {c |}
{space 19}Middle Income  {c |}{col 35}{res}{space 2}-.0230626{col 47}{space 2} .0250518{col 58}{space 1}   -0.92{col 67}{space 3}0.358{col 75}{space 4}-.0722598{col 88}{space 3} .0261346
{txt}{space 21}High Income  {c |}{col 35}{res}{space 2}-.0694647{col 47}{space 2}  .026413{col 58}{space 1}   -2.63{col 67}{space 3}0.009{col 75}{space 4}-.1213351{col 88}{space 3}-.0175942
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5456142{col 47}{space 2} .2032987{col 58}{space 1}    2.68{col 67}{space 3}0.007{col 75}{space 4} .1463717{col 88}{space 3} .9448568
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:9,793}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:inc_cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29} Delta-method
{col 17}{c |}      dy/dx{col 29}   std. err.{col 41}      z{col 49}   P>|z|{col 57}     [95% con{col 70}f. interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index {txt}{c |}
{space 8}inc_cat {c |}
{space 4}Low Income  {c |}{col 17}{res}{space 2} .0286444{col 29}{space 2} .0215803{col 40}{space 1}    1.33{col 49}{space 3}0.184{col 57}{space 4}-.0136522{col 70}{space 3} .0709411
{txt}{space 1}Middle Income  {c |}{col 17}{res}{space 2} .0055818{col 29}{space 2} .0214933{col 40}{space 1}    0.26{col 49}{space 3}0.795{col 57}{space 4}-.0365443{col 70}{space 3}  .047708
{txt}{space 3}High Income  {c |}{col 17}{res}{space 2}-.0408203{col 29}{space 2}  .019438{col 40}{space 1}   -2.10{col 49}{space 3}0.036{col 57}{space 4}-.0789181{col 70}{space 3}-.0027225
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,404
{txt}Absorbing 2 HDFE groups{col 51}F({res}  16{txt},{res}    550{txt}){col 67}= {res}     30.21
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1473
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1278
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1207
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       551{txt}{col 51}Root MSE{col 67}= {res}    0.1729

{txt}{ralign 99:(Std. err. adjusted for {res:551} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0315005{col 47}{space 2} .0363405{col 58}{space 1}   -0.87{col 67}{space 3}0.386{col 75}{space 4}-.1028836{col 88}{space 3} .0398825
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0245563{col 47}{space 2} .0254279{col 58}{space 1}    0.97{col 67}{space 3}0.335{col 75}{space 4}-.0253914{col 88}{space 3} .0745039
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0782723{col 47}{space 2} .0116148{col 58}{space 1}    6.74{col 67}{space 3}0.000{col 75}{space 4} .0554576{col 88}{space 3} .1010871
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .1295477{col 47}{space 2} .0129534{col 58}{space 1}   10.00{col 67}{space 3}0.000{col 75}{space 4} .1041035{col 88}{space 3} .1549919
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0052994{col 47}{space 2} .0060098{col 58}{space 1}   -0.88{col 67}{space 3}0.378{col 75}{space 4}-.0171043{col 88}{space 3} .0065056
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000187{col 47}{space 2} .0000208{col 58}{space 1}   -0.90{col 67}{space 3}0.370{col 75}{space 4}-.0000595{col 88}{space 3} .0000222
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0810997{col 47}{space 2} .0061951{col 58}{space 1}  -13.09{col 67}{space 3}0.000{col 75}{space 4}-.0932686{col 88}{space 3}-.0689309
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0985171{col 47}{space 2} .0230409{col 58}{space 1}    4.28{col 67}{space 3}0.000{col 75}{space 4} .0532582{col 88}{space 3} .1437759
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 2.29e-08{col 47}{space 2} 2.59e-08{col 58}{space 1}    0.88{col 67}{space 3}0.378{col 75}{space 4}-2.80e-08{col 88}{space 3} 7.37e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 8.01e-08{col 47}{space 2} 3.06e-08{col 58}{space 1}    2.62{col 67}{space 3}0.009{col 75}{space 4} 2.00e-08{col 88}{space 3} 1.40e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0003444{col 47}{space 2} .0002272{col 58}{space 1}    1.52{col 67}{space 3}0.130{col 75}{space 4}-.0001018{col 88}{space 3} .0007906
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} -.000121{col 47}{space 2} .0001114{col 58}{space 1}   -1.09{col 67}{space 3}0.278{col 75}{space 4}-.0003397{col 88}{space 3} .0000977
{txt}{space 33} {c |}
{space 11}PEdu#c.B_destrat_index {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0386981{col 47}{space 2}  .036299{col 58}{space 1}   -1.07{col 67}{space 3}0.287{col 75}{space 4}-.1099996{col 88}{space 3} .0326035
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} -.012006{col 47}{space 2} .0413553{col 58}{space 1}   -0.29{col 67}{space 3}0.772{col 75}{space 4}-.0932397{col 88}{space 3} .0692276
{txt}{space 33} {c |}
{space 11}PEdu#c.W_destrat_index {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0934591{col 47}{space 2}  .032389{col 58}{space 1}   -2.89{col 67}{space 3}0.004{col 75}{space 4}-.1570804{col 88}{space 3}-.0298378
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0037048{col 47}{space 2} .0371517{col 58}{space 1}    0.10{col 67}{space 3}0.921{col 75}{space 4}-.0692719{col 88}{space 3} .0766814
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .6676813{col 47}{space 2} .2591862{col 58}{space 1}    2.58{col 67}{space 3}0.010{col 75}{space 4} .1585653{col 88}{space 3} 1.176797
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,404}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:PEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47} Delta-method
{col 35}{c |}      dy/dx{col 47}   std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index                   {txt}{c |}
{space 29}PEdu {c |}
{space 5}Parental edu. degree: basic  {c |}{col 35}{res}{space 2} .0245563{col 47}{space 2} .0254279{col 58}{space 1}    0.97{col 67}{space 3}0.334{col 75}{space 4}-.0252815{col 88}{space 3}  .074394
{txt}Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0689028{col 47}{space 2} .0302509{col 58}{space 1}   -2.28{col 67}{space 3}0.023{col 75}{space 4}-.1281935{col 88}{space 3}-.0096122
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .028261{col 47}{space 2}   .03463{col 58}{space 1}    0.82{col 67}{space 3}0.414{col 75}{space 4}-.0396126{col 88}{space 3} .0961346
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,437
{txt}Absorbing 2 HDFE groups{col 51}F({res}  16{txt},{res}    550{txt}){col 67}= {res}     22.47
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1376
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1181
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1096
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       551{txt}{col 51}Root MSE{col 67}= {res}    0.1742

{txt}{ralign 99:(Std. err. adjusted for {res:551} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0461119{col 47}{space 2} .0640092{col 58}{space 1}   -0.72{col 67}{space 3}0.472{col 75}{space 4}-.1718444{col 88}{space 3} .0796206
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0194665{col 47}{space 2} .0480311{col 58}{space 1}    0.41{col 67}{space 3}0.685{col 75}{space 4}-.0748804{col 88}{space 3} .1138134
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0668653{col 47}{space 2}  .017958{col 58}{space 1}    3.72{col 67}{space 3}0.000{col 75}{space 4} .0315906{col 88}{space 3} .1021399
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .1452254{col 47}{space 2}  .020732{col 58}{space 1}    7.00{col 67}{space 3}0.000{col 75}{space 4} .1045018{col 88}{space 3} .1859491
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0051429{col 47}{space 2} .0061366{col 58}{space 1}   -0.84{col 67}{space 3}0.402{col 75}{space 4} -.017197{col 88}{space 3} .0069112
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000147{col 47}{space 2} .0000216{col 58}{space 1}   -0.68{col 67}{space 3}0.496{col 75}{space 4}-.0000572{col 88}{space 3} .0000277
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0781528{col 47}{space 2} .0060895{col 58}{space 1}  -12.83{col 67}{space 3}0.000{col 75}{space 4}-.0901144{col 88}{space 3}-.0661912
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0772077{col 47}{space 2} .0232882{col 58}{space 1}    3.32{col 67}{space 3}0.001{col 75}{space 4} .0314629{col 88}{space 3} .1229524
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 7.00e-09{col 47}{space 2} 2.59e-08{col 58}{space 1}    0.27{col 67}{space 3}0.787{col 75}{space 4}-4.38e-08{col 88}{space 3} 5.78e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.42e-08{col 47}{space 2} 3.08e-08{col 58}{space 1}    2.41{col 67}{space 3}0.016{col 75}{space 4} 1.37e-08{col 88}{space 3} 1.35e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0002684{col 47}{space 2} .0002233{col 58}{space 1}    1.20{col 67}{space 3}0.230{col 75}{space 4}-.0001703{col 88}{space 3} .0007071
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000544{col 47}{space 2} .0001138{col 58}{space 1}   -0.48{col 67}{space 3}0.633{col 75}{space 4}-.0002779{col 88}{space 3} .0001691
{txt}{space 33} {c |}
{space 7}pedu3cat#c.B_destrat_index {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0027611{col 47}{space 2} .0603434{col 58}{space 1}   -0.05{col 67}{space 3}0.964{col 75}{space 4}-.1212928{col 88}{space 3} .1157707
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0506347{col 47}{space 2} .0656094{col 58}{space 1}    0.77{col 67}{space 3}0.441{col 75}{space 4} -.078241{col 88}{space 3} .1795104
{txt}{space 33} {c |}
{space 7}pedu3cat#c.W_destrat_index {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0444399{col 47}{space 2} .0517033{col 58}{space 1}   -0.86{col 67}{space 3}0.390{col 75}{space 4}-.1459999{col 88}{space 3} .0571201
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0090442{col 47}{space 2} .0532525{col 58}{space 1}    0.17{col 67}{space 3}0.865{col 75}{space 4}-.0955591{col 88}{space 3} .1136474
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .6438843{col 47}{space 2}  .262777{col 58}{space 1}    2.45{col 67}{space 3}0.015{col 75}{space 4} .1277149{col 88}{space 3} 1.160054
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,437}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:pedu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47} Delta-method
{col 35}{c |}      dy/dx{col 47}   std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index                   {txt}{c |}
{space 25}pedu3cat {c |}
{space 5}Parental occ. quali.: basic  {c |}{col 35}{res}{space 2} .0194665{col 47}{space 2} .0480311{col 58}{space 1}    0.41{col 67}{space 3}0.685{col 75}{space 4}-.0746727{col 88}{space 3} .1136058
{txt}Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0249733{col 47}{space 2} .0235218{col 58}{space 1}   -1.06{col 67}{space 3}0.288{col 75}{space 4}-.0710752{col 88}{space 3} .0211285
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0285107{col 47}{space 2} .0364675{col 58}{space 1}    0.78{col 67}{space 3}0.434{col 75}{space 4}-.0429642{col 88}{space 3} .0999856
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     2,048
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    465{txt}){col 67}= {res}     22.38
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2289
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1979
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1790
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       466{txt}{col 51}Root MSE{col 67}= {res}    0.1630

{txt}{ralign 99:(Std. err. adjusted for {res:466} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0126143{col 47}{space 2} .0390277{col 58}{space 1}    0.32{col 67}{space 3}0.747{col 75}{space 4}-.0640783{col 88}{space 3} .0893069
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0180575{col 47}{space 2} .0321264{col 58}{space 1}    0.56{col 67}{space 3}0.574{col 75}{space 4}-.0450735{col 88}{space 3} .0811884
{txt}{space 33} {c |}
{space 22}oesch3class {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2} .0441618{col 47}{space 2}    .0182{col 58}{space 1}    2.43{col 67}{space 3}0.016{col 75}{space 4} .0083974{col 88}{space 3} .0799261
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2} .1133802{col 47}{space 2} .0118604{col 58}{space 1}    9.56{col 67}{space 3}0.000{col 75}{space 4} .0900736{col 88}{space 3} .1366868
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}  -.00593{col 47}{space 2} .0077836{col 58}{space 1}   -0.76{col 67}{space 3}0.447{col 75}{space 4}-.0212254{col 88}{space 3} .0093654
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000579{col 47}{space 2} .0000332{col 58}{space 1}    1.74{col 67}{space 3}0.082{col 75}{space 4}-7.38e-06{col 88}{space 3} .0001232
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0704306{col 47}{space 2} .0076649{col 58}{space 1}   -9.19{col 67}{space 3}0.000{col 75}{space 4}-.0854927{col 88}{space 3}-.0553684
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0257311{col 47}{space 2} .0256544{col 58}{space 1}    1.00{col 67}{space 3}0.316{col 75}{space 4}-.0246817{col 88}{space 3} .0761439
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0317168{col 47}{space 2} .0088086{col 58}{space 1}    3.60{col 67}{space 3}0.000{col 75}{space 4} .0144072{col 88}{space 3} .0490265
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0562206{col 47}{space 2} .0152162{col 58}{space 1}    3.69{col 67}{space 3}0.000{col 75}{space 4} .0263195{col 88}{space 3} .0861217
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0514076{col 47}{space 2} .0150257{col 58}{space 1}    3.42{col 67}{space 3}0.001{col 75}{space 4}  .021881{col 88}{space 3} .0809342
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .077367{col 47}{space 2} .0197627{col 58}{space 1}    3.91{col 67}{space 3}0.000{col 75}{space 4} .0385317{col 88}{space 3} .1162023
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 5.69e-08{col 47}{space 2} 3.36e-08{col 58}{space 1}    1.69{col 67}{space 3}0.091{col 75}{space 4}-9.18e-09{col 88}{space 3} 1.23e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 9.84e-08{col 47}{space 2} 4.07e-08{col 58}{space 1}    2.42{col 67}{space 3}0.016{col 75}{space 4} 1.84e-08{col 88}{space 3} 1.78e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001387{col 47}{space 2} .0002972{col 58}{space 1}   -0.47{col 67}{space 3}0.641{col 75}{space 4}-.0007227{col 88}{space 3} .0004454
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000611{col 47}{space 2} .0001503{col 58}{space 1}   -0.41{col 67}{space 3}0.685{col 75}{space 4}-.0003565{col 88}{space 3} .0002344
{txt}{space 33} {c |}
{space 4}oesch3class#c.B_destrat_index {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2}-.0318974{col 47}{space 2} .0758319{col 58}{space 1}   -0.42{col 67}{space 3}0.674{col 75}{space 4}-.1809131{col 88}{space 3} .1171183
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2}-.0114594{col 47}{space 2} .0352422{col 58}{space 1}   -0.33{col 67}{space 3}0.745{col 75}{space 4}-.0807131{col 88}{space 3} .0577943
{txt}{space 33} {c |}
{space 4}oesch3class#c.W_destrat_index {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2} -.039645{col 47}{space 2} .0867285{col 58}{space 1}   -0.46{col 67}{space 3}0.648{col 75}{space 4}-.2100733{col 88}{space 3} .1307834
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2}-.0549378{col 47}{space 2} .0381971{col 58}{space 1}   -1.44{col 67}{space 3}0.151{col 75}{space 4}-.1299982{col 88}{space 3} .0201226
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5137615{col 47}{space 2} .3194553{col 58}{space 1}    1.61{col 67}{space 3}0.108{col 75}{space 4}-.1139932{col 88}{space 3} 1.141516
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       59{col 30}{space 1}        0{col 42}{result}{space 1}       59{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:2,048}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:oesch3class}{p_end}
{p2colreset}{...}

{res}{txt}{hline 23}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 24}{c |}{col 36} Delta-method
{col 24}{c |}      dy/dx{col 36}   std. err.{col 48}      z{col 56}   P>|z|{col 64}     [95% con{col 77}f. interval]
{hline 23}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index        {txt}{c |}
{space 11}oesch3class {c |}
{space 8}Working Class  {c |}{col 24}{res}{space 2} .0180575{col 36}{space 2} .0321264{col 47}{space 1}    0.56{col 56}{space 3}0.574{col 64}{space 4}-.0449092{col 77}{space 3} .0810241
{txt}Small Business Owners  {c |}{col 24}{res}{space 2}-.0215875{col 36}{space 2} .0822901{col 47}{space 1}   -0.26{col 56}{space 3}0.793{col 64}{space 4}-.1828732{col 77}{space 3} .1396982
{txt}{space 8}Service Class  {c |}{col 24}{res}{space 2}-.0368804{col 36}{space 2}  .032834{col 47}{space 1}   -1.12{col 56}{space 3}0.261{col 64}{space 4}-.1012338{col 77}{space 3}  .027473
{txt}{hline 23}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     2,806
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    526{txt}){col 67}= {res}     26.02
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1954
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1718
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1631
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       527{txt}{col 51}Root MSE{col 67}= {res}    0.1663

{txt}{ralign 99:(Std. err. adjusted for {res:527} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0149736{col 47}{space 2} .0360022{col 58}{space 1}   -0.42{col 67}{space 3}0.678{col 75}{space 4}-.0856992{col 88}{space 3} .0557521
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0178826{col 47}{space 2} .0319544{col 58}{space 1}    0.56{col 67}{space 3}0.576{col 75}{space 4}-.0448913{col 88}{space 3} .0806565
{txt}{space 33} {c |}
{space 26}inc_cat {c |}
{space 19}Middle Income  {c |}{col 35}{res}{space 2} .0065346{col 47}{space 2} .0126916{col 58}{space 1}    0.51{col 67}{space 3}0.607{col 75}{space 4}-.0183979{col 88}{space 3} .0314672
{txt}{space 21}High Income  {c |}{col 35}{res}{space 2} .0868666{col 47}{space 2} .0128209{col 58}{space 1}    6.78{col 67}{space 3}0.000{col 75}{space 4} .0616802{col 88}{space 3} .1120531
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0081858{col 47}{space 2} .0063051{col 58}{space 1}   -1.30{col 67}{space 3}0.195{col 75}{space 4}-.0205722{col 88}{space 3} .0042005
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000362{col 47}{space 2} .0000238{col 58}{space 1}    1.52{col 67}{space 3}0.129{col 75}{space 4}-.0000105{col 88}{space 3} .0000829
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0454141{col 47}{space 2} .0072188{col 58}{space 1}   -6.29{col 67}{space 3}0.000{col 75}{space 4}-.0595952{col 88}{space 3}-.0312329
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0829196{col 47}{space 2} .0259025{col 58}{space 1}    3.20{col 67}{space 3}0.001{col 75}{space 4} .0320344{col 88}{space 3} .1338047
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .047016{col 47}{space 2} .0077074{col 58}{space 1}    6.10{col 67}{space 3}0.000{col 75}{space 4} .0318749{col 88}{space 3} .0621571
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0855562{col 47}{space 2} .0131787{col 58}{space 1}    6.49{col 67}{space 3}0.000{col 75}{space 4} .0596669{col 88}{space 3} .1114456
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0561325{col 47}{space 2} .0125868{col 58}{space 1}    4.46{col 67}{space 3}0.000{col 75}{space 4}  .031406{col 88}{space 3} .0808591
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0868473{col 47}{space 2} .0176404{col 58}{space 1}    4.92{col 67}{space 3}0.000{col 75}{space 4}  .052193{col 88}{space 3} .1215016
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 5.64e-08{col 47}{space 2} 2.85e-08{col 58}{space 1}    1.98{col 67}{space 3}0.049{col 75}{space 4} 3.50e-10{col 88}{space 3} 1.12e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.48e-08{col 47}{space 2} 3.31e-08{col 58}{space 1}    2.26{col 67}{space 3}0.024{col 75}{space 4} 9.85e-09{col 88}{space 3} 1.40e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0000418{col 47}{space 2} .0002445{col 58}{space 1}    0.17{col 67}{space 3}0.864{col 75}{space 4}-.0004386{col 88}{space 3} .0005222
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001386{col 47}{space 2} .0001145{col 58}{space 1}   -1.21{col 67}{space 3}0.227{col 75}{space 4}-.0003635{col 88}{space 3} .0000863
{txt}{space 33} {c |}
{space 8}inc_cat#c.B_destrat_index {c |}
{space 19}Middle Income  {c |}{col 35}{res}{space 2} .0020249{col 47}{space 2} .0382528{col 58}{space 1}    0.05{col 67}{space 3}0.958{col 75}{space 4}-.0731221{col 88}{space 3}  .077172
{txt}{space 21}High Income  {c |}{col 35}{res}{space 2}-.0147763{col 47}{space 2}  .038726{col 58}{space 1}   -0.38{col 67}{space 3}0.703{col 75}{space 4} -.090853{col 88}{space 3} .0613003
{txt}{space 33} {c |}
{space 8}inc_cat#c.W_destrat_index {c |}
{space 19}Middle Income  {c |}{col 35}{res}{space 2}-.0553672{col 47}{space 2} .0385432{col 58}{space 1}   -1.44{col 67}{space 3}0.151{col 75}{space 4}-.1310848{col 88}{space 3} .0203503
{txt}{space 21}High Income  {c |}{col 35}{res}{space 2}-.0555624{col 47}{space 2} .0399779{col 58}{space 1}   -1.39{col 67}{space 3}0.165{col 75}{space 4}-.1340983{col 88}{space 3} .0229736
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5990204{col 47}{space 2} .2741616{col 58}{space 1}    2.18{col 67}{space 3}0.029{col 75}{space 4} .0604342{col 88}{space 3} 1.137607
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:2,806}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:inc_cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29} Delta-method
{col 17}{c |}      dy/dx{col 29}   std. err.{col 41}      z{col 49}   P>|z|{col 57}     [95% con{col 70}f. interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index {txt}{c |}
{space 8}inc_cat {c |}
{space 4}Low Income  {c |}{col 17}{res}{space 2} .0178826{col 29}{space 2} .0319544{col 40}{space 1}    0.56{col 49}{space 3}0.576{col 57}{space 4}-.0447468{col 70}{space 3} .0805121
{txt}{space 1}Middle Income  {c |}{col 17}{res}{space 2}-.0374846{col 29}{space 2} .0285636{col 40}{space 1}   -1.31{col 49}{space 3}0.189{col 57}{space 4}-.0934683{col 70}{space 3} .0184991
{txt}{space 3}High Income  {c |}{col 17}{res}{space 2}-.0376797{col 29}{space 2} .0297517{col 40}{space 1}   -1.27{col 49}{space 3}0.205{col 57}{space 4} -.095992{col 70}{space 3} .0206326
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. 
. 
. ********************
. **********
. ****Visualization of Moderation Effects
. **********
. ********************
. 
. ***
. *Marginal Effects
. ***
. graph drop _all
{txt}
{com}. foreach depvar in part1 polint peff {c -(}
{txt}  2{com}. coefplot ///
> (`depvar'_mod_W_paredu,  label(Parental Edu. Degree)  mcolor(black) ciopts(lcol(black black) recast(rcap rcap)  lwidth(medium thin)) msymbol(triangle_hollow) ) ///
> (`depvar'_mod_W_parocc,  label(Parental Occ. Qualification)  mcolor(gs9) ciopts(lcol(gs9 gs9) recast(rcap rcap)  lwidth(medium thin)) msymbol(diamond_hollow) ) ///
> (`depvar'_mod_W_oesch,  label(Repondents' Social Class)  mcolor(gs6) ciopts(lcol(gs6 gs6) recast(rcap rcap)  lwidth(medium thin)) msymbol(circle_hollow) ) ///
> (`depvar'_mod_W_inc,  label(Repondents' Income)  mcolor(gs3) ciopts(lcol(gs3 gs3) recast(rcap rcap)  lwidth(medium thin)) msymbol(square_hollow) ) ///
> ,  legend(position(6) row(1) size(tiny)  )  xline(0)  scheme(plotplain) title("`: var label `depvar''", size(small)) ///
> name(mod_`depvar')  rename(1.PEdu = Basic/Low 2.PEdu= Voc./Middle 3.PEdu= Acad./High 1.pedu3cat = Basic/Low 2.pedu3cat = Voc./Middle 3.pedu3cat = Acad./High 1.oesch3class= Basic/Low 2.oesch3class= Voc./Middle 3.oesch3class= Acad./High 1.inc_cat = Basic/Low 2.inc_cat = Voc./Middle 3.inc_cat = Acad./High) levels(90 95) xscale(r(-0.3,0.3)) xlabel(-0.3 (0.1) 0.3)
{txt}  3{com}. {c )-}
{res}{txt}
{com}. 
. 
. *combination of results in pdfs - Main Results - Moderation
. 
. grc1leg  mod_part1 mod_polint mod_peff , rows(3) scheme(plotplain) imargin(vsmall) iscale(0.5) name(main_mod) title("Cross-level interaction: effects of de-stratifying education policies" "on political engagement among different societal groups", size(vsmall))   note("Models include age, age^2, gender and German nationalityas individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)" "Models for social class also include parents' educational and occupational qualification as individual-level controls" , size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display main_mod ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\Moderation_ParOcc_Class.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\Moderation_ParOcc_Class.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. 
. ***********************************************************************************************************************************************************
. ****************************Step 4: Main Analyses with alternative modelling strategies********************************************************************
. ***********************************************************************************************************************************************************
. 
. eststo clear
{txt}
{com}. graph drop _all
{txt}
{com}. 
. estread _all using "$erg\EstimatesMainAnalysis.sters" 
{res}
{txt}{hline 13}{c TT}{hline 57}
             {c |}           Dependent  Number of        
        Name {c |} Command    variable     param.  Title 
{hline 13}{c +}{hline 57}
{ralign 12:{stata estimates replay part1_main:part1_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:part1}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay convp1_main:convp1_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:convp1}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay unconvp_main:unconvp_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:unconvp}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay polint_main:polint_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:polint}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay peff_main:peff_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:peff}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay intpeff_main:intpeff_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:intpeff}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay extpeff_main:extpeff_main}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:extpeff}{col 42}  19{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay part1_mod_edu:part1_mod_~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:part1}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay part1_mod_W_edu:part1_mod_~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay part1_mod_occ:part1_mod_~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:part1}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay part1_mod_W_occ:part1_mod_~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay convp1_mod_edu:convp1_mod~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:convp1}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay convp1_mod_W_edu:convp1_mod~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay convp1_mod_occ:convp1_mod~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:convp1}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay convp1_mod_W_occ:convp1_mod~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay unconvp_mod_edu:unconvp_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:unconvp}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay unconvp_mod_W_edu:unconvp_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay unconvp_mod_occ:unconvp_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:unconvp}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay unconvp_mod_W_occ:unconvp_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay polint_mod_edu:polint_mod~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:polint}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay polint_mod_W_edu:polint_mod~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay polint_mod_occ:polint_mod~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:polint}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay polint_mod_W_occ:polint_mod~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay peff_mod_edu:peff_mod_edu}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:peff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay peff_mod_W_edu:peff_mod_W~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay peff_mod_occ:peff_mod_occ}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:peff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay peff_mod_W_occ:peff_mod_W~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay intpeff_mod_edu:intpeff_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:intpeff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay intpeff_mod_W_edu:intpeff_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay intpeff_mod_occ:intpeff_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:intpeff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay intpeff_mod_W_occ:intpeff_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay extpeff_mod_edu:extpeff_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:extpeff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay extpeff_mod_W_edu:extpeff_mo~u}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{ralign 12:{stata estimates replay extpeff_mod_occ:extpeff_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:reghdfe}{col 26}{ralign 9:extpeff}{col 42}  28{col 48}{it:HDFE Linear regression}
{txt}{ralign 12:{stata estimates replay extpeff_mod_W_occ:extpeff_mo~c}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:margins}{col 26}{ralign 9:no depvar}{col 42}   3{col 48}{it:Average marginal effects}
{txt}{hline 13}{c BT}{hline 57}

{com}. 
. ********************
. **********
. ***Analyses Main Effects
. **********
. ********************
. 
. foreach depvar in part1 polint peff {c -(}
{txt}  2{com}.         ***Multilevel 
.         mixed `depvar' B_destrat_index W_destrat_index c.age c.age_sq i.female i.migrabg i.PEdu i.pedu3cat i.year_secschool i.year c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                 , || BuLaYouth: , reml
{txt}  3{com}.         eststo `depvar'_main_ml
{txt}  4{com}.         ***FE
.         reghdfe `depvar' W_destrat_index c.age c.age_sq i.female i.migrabg i.PEdu i.pedu3cat c.W_alo c.W_leftcabinet , absorb(i.year_secschool i.year i.BuLaYouth) vce(cluster bulacohort)
{txt}  5{com}.         eststo `depvar'_main_fe
{txt}  6{com}.         ***FEIS
.         reghdfe `depvar' W_destrat_index c.age c.age_sq i.female i.migrabg i.PEdu i.pedu3cat c.W_alo c.W_leftcabinet  , absorb(i.year_secschool i.year i.BuLaYouth##c.year_secschool) vce(cluster bulacohort)
{txt}  7{com}.         eststo `depvar'_main_feis
{txt}  8{com}.         ***Controlling for time-varying econ and pol factors
.         reghdfe `depvar' B_destrat_index W_destrat_index c.age c.age_sq i.female i.migrabg i.PEdu i.pedu3cat  ///
>         B_alo W_alo B_leftvote W_leftvote ///
>         , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  9{com}.         eststo `depvar'_main_tv
{txt} 10{com}. {c )-}
{res}
{txt}Performing EM optimization ...
{res}
{txt}Performing gradient-based optimization: 
{res}{txt}Iteration 0:{space 2}Log restricted-likelihood = {res: 1242.9765}  
Iteration 1:{space 2}Log restricted-likelihood = {res: 1242.9765}  
{res}
{txt}Computing standard errors ...
{res}
{txt}Mixed-effects REML regression{col 54}Number of obs{col 70} = {res} 3,440
{txt}Group variable: {res}BuLaYouth{col 54}{txt}Number of groups{col 70} = {res}    15
{txt}{col 54}Obs per group:
{col 67}min = {res}    31
{txt}{col 67}avg = {res} 229.3
{txt}{col 67}max = {res}   815
{col 54}{txt}Wald chi2({res}74{txt}){col 70} = {res}543.35
{txt}Log restricted-likelihood = {res} 1242.9765{col 54}{txt}Prob > chi2{col 70} = {res}0.0000

{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  Std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0307881{col 47}{space 2} .0601112{col 58}{space 1}   -0.51{col 67}{space 3}0.609{col 75}{space 4}-.1486039{col 88}{space 3} .0870278
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0037714{col 47}{space 2}  .019644{col 58}{space 1}    0.19{col 67}{space 3}0.848{col 75}{space 4}  -.03473{col 88}{space 3} .0422729
{txt}{space 30}age {c |}{col 35}{res}{space 2} .0078521{col 47}{space 2} .0056934{col 58}{space 1}    1.38{col 67}{space 3}0.168{col 75}{space 4}-.0033067{col 88}{space 3} .0190108
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} -.000058{col 47}{space 2} .0000198{col 58}{space 1}   -2.93{col 67}{space 3}0.003{col 75}{space 4}-.0000968{col 88}{space 3}-.0000192
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0279503{col 47}{space 2}  .005422{col 58}{space 1}   -5.16{col 67}{space 3}0.000{col 75}{space 4}-.0385772{col 88}{space 3}-.0173235
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1055781{col 47}{space 2} .0188901{col 58}{space 1}    5.59{col 67}{space 3}0.000{col 75}{space 4} .0685543{col 88}{space 3}  .142602
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0458772{col 47}{space 2}  .007318{col 58}{space 1}    6.27{col 67}{space 3}0.000{col 75}{space 4} .0315342{col 88}{space 3} .0602203
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0820431{col 47}{space 2} .0111622{col 58}{space 1}    7.35{col 67}{space 3}0.000{col 75}{space 4} .0601655{col 88}{space 3} .1039207
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0376013{col 47}{space 2} .0092056{col 58}{space 1}    4.08{col 67}{space 3}0.000{col 75}{space 4} .0195587{col 88}{space 3} .0556439
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0443695{col 47}{space 2} .0136519{col 58}{space 1}    3.25{col 67}{space 3}0.001{col 75}{space 4} .0176122{col 88}{space 3} .0711267
{txt}{space 33} {c |}
{space 19}year_secschool {c |}
{space 28}1951  {c |}{col 35}{res}{space 2} .0599564{col 47}{space 2} .0350474{col 58}{space 1}    1.71{col 67}{space 3}0.087{col 75}{space 4}-.0087353{col 88}{space 3} .1286481
{txt}{space 28}1952  {c |}{col 35}{res}{space 2}-.0218894{col 47}{space 2} .0371988{col 58}{space 1}   -0.59{col 67}{space 3}0.556{col 75}{space 4}-.0947978{col 88}{space 3}  .051019
{txt}{space 28}1953  {c |}{col 35}{res}{space 2} .0266935{col 47}{space 2} .0369535{col 58}{space 1}    0.72{col 67}{space 3}0.470{col 75}{space 4}-.0457341{col 88}{space 3} .0991212
{txt}{space 28}1954  {c |}{col 35}{res}{space 2} .0385166{col 47}{space 2} .0404988{col 58}{space 1}    0.95{col 67}{space 3}0.342{col 75}{space 4}-.0408597{col 88}{space 3} .1178929
{txt}{space 28}1955  {c |}{col 35}{res}{space 2} .0187342{col 47}{space 2} .0450064{col 58}{space 1}    0.42{col 67}{space 3}0.677{col 75}{space 4}-.0694767{col 88}{space 3} .1069451
{txt}{space 28}1956  {c |}{col 35}{res}{space 2} .0649367{col 47}{space 2} .0513303{col 58}{space 1}    1.27{col 67}{space 3}0.206{col 75}{space 4}-.0356688{col 88}{space 3} .1655421
{txt}{space 28}1957  {c |}{col 35}{res}{space 2} .0352631{col 47}{space 2} .0513868{col 58}{space 1}    0.69{col 67}{space 3}0.493{col 75}{space 4}-.0654531{col 88}{space 3} .1359793
{txt}{space 28}1958  {c |}{col 35}{res}{space 2}-.0184902{col 47}{space 2} .0558311{col 58}{space 1}   -0.33{col 67}{space 3}0.741{col 75}{space 4}-.1279171{col 88}{space 3} .0909366
{txt}{space 28}1959  {c |}{col 35}{res}{space 2}  .088987{col 47}{space 2} .0593821{col 58}{space 1}    1.50{col 67}{space 3}0.134{col 75}{space 4}-.0273997{col 88}{space 3} .2053737
{txt}{space 28}1960  {c |}{col 35}{res}{space 2} .0761447{col 47}{space 2} .0638412{col 58}{space 1}    1.19{col 67}{space 3}0.233{col 75}{space 4}-.0489818{col 88}{space 3} .2012712
{txt}{space 28}1961  {c |}{col 35}{res}{space 2}  .056426{col 47}{space 2} .0687396{col 58}{space 1}    0.82{col 67}{space 3}0.412{col 75}{space 4} -.078301{col 88}{space 3} .1911531
{txt}{space 28}1962  {c |}{col 35}{res}{space 2} .0756298{col 47}{space 2} .0743343{col 58}{space 1}    1.02{col 67}{space 3}0.309{col 75}{space 4}-.0700628{col 88}{space 3} .2213224
{txt}{space 28}1963  {c |}{col 35}{res}{space 2}  .054278{col 47}{space 2} .0790853{col 58}{space 1}    0.69{col 67}{space 3}0.493{col 75}{space 4}-.1007264{col 88}{space 3} .2092824
{txt}{space 28}1964  {c |}{col 35}{res}{space 2}  .071216{col 47}{space 2} .0847879{col 58}{space 1}    0.84{col 67}{space 3}0.401{col 75}{space 4}-.0949651{col 88}{space 3} .2373972
{txt}{space 28}1965  {c |}{col 35}{res}{space 2} .0534027{col 47}{space 2}  .089997{col 58}{space 1}    0.59{col 67}{space 3}0.553{col 75}{space 4}-.1229882{col 88}{space 3} .2297936
{txt}{space 28}1966  {c |}{col 35}{res}{space 2} .0693422{col 47}{space 2} .0945286{col 58}{space 1}    0.73{col 67}{space 3}0.463{col 75}{space 4}-.1159303{col 88}{space 3} .2546148
{txt}{space 28}1967  {c |}{col 35}{res}{space 2} .0600914{col 47}{space 2} .0985468{col 58}{space 1}    0.61{col 67}{space 3}0.542{col 75}{space 4}-.1330568{col 88}{space 3} .2532397
{txt}{space 28}1968  {c |}{col 35}{res}{space 2}  .104462{col 47}{space 2} .1038631{col 58}{space 1}    1.01{col 67}{space 3}0.315{col 75}{space 4}-.0991059{col 88}{space 3} .3080299
{txt}{space 28}1969  {c |}{col 35}{res}{space 2} .0630877{col 47}{space 2} .1096677{col 58}{space 1}    0.58{col 67}{space 3}0.565{col 75}{space 4}-.1518571{col 88}{space 3} .2780325
{txt}{space 28}1970  {c |}{col 35}{res}{space 2} .0684825{col 47}{space 2} .1151951{col 58}{space 1}    0.59{col 67}{space 3}0.552{col 75}{space 4}-.1572958{col 88}{space 3} .2942607
{txt}{space 28}1971  {c |}{col 35}{res}{space 2} .1090322{col 47}{space 2} .1196626{col 58}{space 1}    0.91{col 67}{space 3}0.362{col 75}{space 4}-.1255023{col 88}{space 3} .3435667
{txt}{space 28}1972  {c |}{col 35}{res}{space 2} .0682778{col 47}{space 2} .1250531{col 58}{space 1}    0.55{col 67}{space 3}0.585{col 75}{space 4}-.1768217{col 88}{space 3} .3133774
{txt}{space 28}1973  {c |}{col 35}{res}{space 2}  .128813{col 47}{space 2} .1303395{col 58}{space 1}    0.99{col 67}{space 3}0.323{col 75}{space 4}-.1266477{col 88}{space 3} .3842737
{txt}{space 28}1974  {c |}{col 35}{res}{space 2} .0900736{col 47}{space 2} .1353349{col 58}{space 1}    0.67{col 67}{space 3}0.506{col 75}{space 4}-.1751779{col 88}{space 3} .3553251
{txt}{space 28}1975  {c |}{col 35}{res}{space 2} .0906542{col 47}{space 2} .1415007{col 58}{space 1}    0.64{col 67}{space 3}0.522{col 75}{space 4}-.1866821{col 88}{space 3} .3679906
{txt}{space 28}1976  {c |}{col 35}{res}{space 2} .0950012{col 47}{space 2} .1465215{col 58}{space 1}    0.65{col 67}{space 3}0.517{col 75}{space 4}-.1921757{col 88}{space 3}  .382178
{txt}{space 28}1977  {c |}{col 35}{res}{space 2} .0534491{col 47}{space 2} .1513242{col 58}{space 1}    0.35{col 67}{space 3}0.724{col 75}{space 4}-.2431408{col 88}{space 3} .3500391
{txt}{space 28}1978  {c |}{col 35}{res}{space 2} .0668743{col 47}{space 2} .1571381{col 58}{space 1}    0.43{col 67}{space 3}0.670{col 75}{space 4}-.2411107{col 88}{space 3} .3748594
{txt}{space 28}1979  {c |}{col 35}{res}{space 2} .0533999{col 47}{space 2} .1620479{col 58}{space 1}    0.33{col 67}{space 3}0.742{col 75}{space 4}-.2642081{col 88}{space 3} .3710079
{txt}{space 28}1980  {c |}{col 35}{res}{space 2} .0780217{col 47}{space 2} .1676501{col 58}{space 1}    0.47{col 67}{space 3}0.642{col 75}{space 4}-.2505665{col 88}{space 3} .4066098
{txt}{space 28}1981  {c |}{col 35}{res}{space 2} .0974598{col 47}{space 2} .1729536{col 58}{space 1}    0.56{col 67}{space 3}0.573{col 75}{space 4} -.241523{col 88}{space 3} .4364426
{txt}{space 28}1982  {c |}{col 35}{res}{space 2} .0586623{col 47}{space 2} .1784371{col 58}{space 1}    0.33{col 67}{space 3}0.742{col 75}{space 4} -.291068{col 88}{space 3} .4083926
{txt}{space 28}1983  {c |}{col 35}{res}{space 2} .0757292{col 47}{space 2} .1840731{col 58}{space 1}    0.41{col 67}{space 3}0.681{col 75}{space 4}-.2850475{col 88}{space 3} .4365059
{txt}{space 28}1984  {c |}{col 35}{res}{space 2} .0356271{col 47}{space 2} .1895114{col 58}{space 1}    0.19{col 67}{space 3}0.851{col 75}{space 4}-.3358084{col 88}{space 3} .4070626
{txt}{space 28}1985  {c |}{col 35}{res}{space 2} .1077325{col 47}{space 2} .1944957{col 58}{space 1}    0.55{col 67}{space 3}0.580{col 75}{space 4}-.2734722{col 88}{space 3} .4889371
{txt}{space 28}1986  {c |}{col 35}{res}{space 2} .1063779{col 47}{space 2}  .200134{col 58}{space 1}    0.53{col 67}{space 3}0.595{col 75}{space 4}-.2858776{col 88}{space 3} .4986334
{txt}{space 28}1987  {c |}{col 35}{res}{space 2} .0556067{col 47}{space 2} .2052856{col 58}{space 1}    0.27{col 67}{space 3}0.786{col 75}{space 4}-.3467456{col 88}{space 3}  .457959
{txt}{space 28}1988  {c |}{col 35}{res}{space 2} .0910377{col 47}{space 2} .2105306{col 58}{space 1}    0.43{col 67}{space 3}0.665{col 75}{space 4}-.3215947{col 88}{space 3} .5036701
{txt}{space 28}1989  {c |}{col 35}{res}{space 2} .0934753{col 47}{space 2} .2167579{col 58}{space 1}    0.43{col 67}{space 3}0.666{col 75}{space 4}-.3313624{col 88}{space 3} .5183131
{txt}{space 28}1990  {c |}{col 35}{res}{space 2} .0678859{col 47}{space 2} .2227292{col 58}{space 1}    0.30{col 67}{space 3}0.761{col 75}{space 4}-.3686553{col 88}{space 3} .5044272
{txt}{space 28}1991  {c |}{col 35}{res}{space 2} .0570826{col 47}{space 2} .2265554{col 58}{space 1}    0.25{col 67}{space 3}0.801{col 75}{space 4}-.3869577{col 88}{space 3}  .501123
{txt}{space 28}1992  {c |}{col 35}{res}{space 2} .0749067{col 47}{space 2}   .23172{col 58}{space 1}    0.32{col 67}{space 3}0.746{col 75}{space 4}-.3792561{col 88}{space 3} .5290695
{txt}{space 28}1993  {c |}{col 35}{res}{space 2} .0877099{col 47}{space 2}  .237512{col 58}{space 1}    0.37{col 67}{space 3}0.712{col 75}{space 4}-.3778051{col 88}{space 3} .5532248
{txt}{space 28}1994  {c |}{col 35}{res}{space 2} .0655154{col 47}{space 2} .2427599{col 58}{space 1}    0.27{col 67}{space 3}0.787{col 75}{space 4}-.4102852{col 88}{space 3}  .541316
{txt}{space 28}1995  {c |}{col 35}{res}{space 2} .0897594{col 47}{space 2} .2481554{col 58}{space 1}    0.36{col 67}{space 3}0.718{col 75}{space 4}-.3966163{col 88}{space 3}  .576135
{txt}{space 28}1996  {c |}{col 35}{res}{space 2} .0727985{col 47}{space 2} .2541508{col 58}{space 1}    0.29{col 67}{space 3}0.775{col 75}{space 4}-.4253279{col 88}{space 3} .5709249
{txt}{space 28}1997  {c |}{col 35}{res}{space 2} .0618298{col 47}{space 2} .2588623{col 58}{space 1}    0.24{col 67}{space 3}0.811{col 75}{space 4}-.4455309{col 88}{space 3} .5691905
{txt}{space 28}1998  {c |}{col 35}{res}{space 2}  .058757{col 47}{space 2} .2645586{col 58}{space 1}    0.22{col 67}{space 3}0.824{col 75}{space 4}-.4597682{col 88}{space 3} .5772823
{txt}{space 28}1999  {c |}{col 35}{res}{space 2} .0021625{col 47}{space 2} .2695991{col 58}{space 1}    0.01{col 67}{space 3}0.994{col 75}{space 4} -.526242{col 88}{space 3}  .530567
{txt}{space 28}2000  {c |}{col 35}{res}{space 2} .0970836{col 47}{space 2} .2758613{col 58}{space 1}    0.35{col 67}{space 3}0.725{col 75}{space 4}-.4435946{col 88}{space 3} .6377617
{txt}{space 28}2001  {c |}{col 35}{res}{space 2} .0449857{col 47}{space 2} .2817037{col 58}{space 1}    0.16{col 67}{space 3}0.873{col 75}{space 4}-.5071434{col 88}{space 3} .5971147
{txt}{space 28}2002  {c |}{col 35}{res}{space 2} .0605324{col 47}{space 2} .2866174{col 58}{space 1}    0.21{col 67}{space 3}0.833{col 75}{space 4}-.5012274{col 88}{space 3} .6222922
{txt}{space 28}2003  {c |}{col 35}{res}{space 2} .0879121{col 47}{space 2} .2914353{col 58}{space 1}    0.30{col 67}{space 3}0.763{col 75}{space 4}-.4832906{col 88}{space 3} .6591148
{txt}{space 28}2004  {c |}{col 35}{res}{space 2} .0811271{col 47}{space 2} .2976058{col 58}{space 1}    0.27{col 67}{space 3}0.785{col 75}{space 4}-.5021695{col 88}{space 3} .6644237
{txt}{space 28}2005  {c |}{col 35}{res}{space 2} .0767647{col 47}{space 2} .3030466{col 58}{space 1}    0.25{col 67}{space 3}0.800{col 75}{space 4}-.5171957{col 88}{space 3} .6707252
{txt}{space 28}2006  {c |}{col 35}{res}{space 2} .0153279{col 47}{space 2} .3088653{col 58}{space 1}    0.05{col 67}{space 3}0.960{col 75}{space 4}-.5900369{col 88}{space 3} .6206928
{txt}{space 28}2007  {c |}{col 35}{res}{space 2} .0479283{col 47}{space 2} .3134421{col 58}{space 1}    0.15{col 67}{space 3}0.878{col 75}{space 4}-.5664071{col 88}{space 3} .6622636
{txt}{space 28}2008  {c |}{col 35}{res}{space 2} .0476869{col 47}{space 2} .3190107{col 58}{space 1}    0.15{col 67}{space 3}0.881{col 75}{space 4}-.5775626{col 88}{space 3} .6729363
{txt}{space 28}2009  {c |}{col 35}{res}{space 2} .0319666{col 47}{space 2} .3249559{col 58}{space 1}    0.10{col 67}{space 3}0.922{col 75}{space 4}-.6049352{col 88}{space 3} .6688683
{txt}{space 33} {c |}
{space 29}year {c |}
{space 28}2018  {c |}{col 35}{res}{space 2}   .01509{col 47}{space 2} .0556319{col 58}{space 1}    0.27{col 67}{space 3}0.786{col 75}{space 4}-.0939466{col 88}{space 3} .1241266
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-9.14e-08{col 47}{space 2} 8.83e-08{col 58}{space 1}   -1.04{col 67}{space 3}0.300{col 75}{space 4}-2.64e-07{col 88}{space 3} 8.16e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.34e-09{col 47}{space 2} 2.90e-08{col 58}{space 1}    0.08{col 67}{space 3}0.936{col 75}{space 4}-5.46e-08{col 88}{space 3} 5.92e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0002007{col 47}{space 2} .0005757{col 58}{space 1}    0.35{col 67}{space 3}0.727{col 75}{space 4}-.0009277{col 88}{space 3} .0013291
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} 2.28e-06{col 47}{space 2} .0001041{col 58}{space 1}    0.02{col 67}{space 3}0.982{col 75}{space 4}-.0002017{col 88}{space 3} .0002063
{txt}{space 28}_cons {c |}{col 35}{res}{space 2}-.0860287{col 47}{space 2} .3712958{col 58}{space 1}   -0.23{col 67}{space 3}0.817{col 75}{space 4}-.8137551{col 88}{space 3} .6416978
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}{hline 29}{c TT}{hline 48}
{col 3}Random-effects parameters{col 30}{c |}{col 34}Estimate{col 45}Std. err.{col 59}[95% conf. interval]
{hline 29}{c +}{hline 48}
{res}BuLaYouth{txt}: Identity{col 30}{c |}
{space 18}var(_cons) {c |}{res}{col 33} .0011597{col 44}  .000693{col 58} .0003595{col 70}  .003741
{txt}{hline 29}{c +}{hline 48}
{col 16}var(Residual){col 30}{c |}{res}{col 33} .0246541{col 44} .0006023{col 58} .0235015{col 70} .0258633
{txt}{hline 29}{c BT}{hline 48}
LR test vs. linear model:{col 27}{help j_chibar##|_new:chibar2(01) =} {res}16.95{col 55}{txt}Prob >= chibar2 = {col 73}{res}0.0000
{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 3 HDFE groups{col 51}F({res}  11{txt},{res}    547{txt}){col 67}= {res}     24.69
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1622
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1410
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0723
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.1570

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0000264{col 47}{space 2} .0167045{col 58}{space 1}   -0.00{col 67}{space 3}0.999{col 75}{space 4}-.0328393{col 88}{space 3} .0327864
{txt}{space 30}age {c |}{col 35}{res}{space 2} .0078624{col 47}{space 2} .0061246{col 58}{space 1}    1.28{col 67}{space 3}0.200{col 75}{space 4}-.0041682{col 88}{space 3} .0198931
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000591{col 47}{space 2} .0000214{col 58}{space 1}   -2.77{col 67}{space 3}0.006{col 75}{space 4}-.0001011{col 88}{space 3}-.0000172
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0280299{col 47}{space 2} .0052533{col 58}{space 1}   -5.34{col 67}{space 3}0.000{col 75}{space 4} -.038349{col 88}{space 3}-.0177109
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1064916{col 47}{space 2}   .01971{col 58}{space 1}    5.40{col 67}{space 3}0.000{col 75}{space 4}  .067775{col 88}{space 3} .1452082
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0459981{col 47}{space 2} .0076364{col 58}{space 1}    6.02{col 67}{space 3}0.000{col 75}{space 4} .0309979{col 88}{space 3} .0609982
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0819371{col 47}{space 2} .0114268{col 58}{space 1}    7.17{col 67}{space 3}0.000{col 75}{space 4} .0594914{col 88}{space 3} .1043829
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0374534{col 47}{space 2} .0097736{col 58}{space 1}    3.83{col 67}{space 3}0.000{col 75}{space 4}  .018255{col 88}{space 3} .0566519
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0443909{col 47}{space 2} .0149462{col 58}{space 1}    2.97{col 67}{space 3}0.003{col 75}{space 4} .0150319{col 88}{space 3} .0737498
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2}-3.96e-09{col 47}{space 2} 2.64e-08{col 58}{space 1}   -0.15{col 67}{space 3}0.881{col 75}{space 4}-5.58e-08{col 88}{space 3} 4.79e-08
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} 6.48e-06{col 47}{space 2} .0000924{col 58}{space 1}    0.07{col 67}{space 3}0.944{col 75}{space 4}-.0001751{col 88}{space 3} .0001881
{txt}{space 28}_cons {c |}{col 35}{res}{space 2}-.0236272{col 47}{space 2} .2592486{col 58}{space 1}   -0.09{col 67}{space 3}0.927{col 75}{space 4}-.5328718{col 88}{space 3} .4856174
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 8 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 3 HDFE groups{col 51}F({res}  11{txt},{res}    547{txt}){col 67}= {res}     25.09
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1668
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1418
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0729
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.1569

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2}  .026619{col 47}{space 2} .0233164{col 58}{space 1}    1.14{col 67}{space 3}0.254{col 75}{space 4}-.0191816{col 88}{space 3} .0724197
{txt}{space 30}age {c |}{col 35}{res}{space 2} .0082685{col 47}{space 2} .0061482{col 58}{space 1}    1.34{col 67}{space 3}0.179{col 75}{space 4}-.0038084{col 88}{space 3} .0203454
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000587{col 47}{space 2} .0000214{col 58}{space 1}   -2.74{col 67}{space 3}0.006{col 75}{space 4}-.0001007{col 88}{space 3}-.0000166
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0285298{col 47}{space 2} .0052784{col 58}{space 1}   -5.41{col 67}{space 3}0.000{col 75}{space 4}-.0388981{col 88}{space 3}-.0181615
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1091796{col 47}{space 2} .0199698{col 58}{space 1}    5.47{col 67}{space 3}0.000{col 75}{space 4} .0699527{col 88}{space 3} .1484065
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0457619{col 47}{space 2} .0076777{col 58}{space 1}    5.96{col 67}{space 3}0.000{col 75}{space 4} .0306805{col 88}{space 3} .0608434
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0812825{col 47}{space 2} .0114981{col 58}{space 1}    7.07{col 67}{space 3}0.000{col 75}{space 4} .0586967{col 88}{space 3} .1038682
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0360283{col 47}{space 2} .0097757{col 58}{space 1}    3.69{col 67}{space 3}0.000{col 75}{space 4} .0168259{col 88}{space 3} .0552308
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0441853{col 47}{space 2}  .015022{col 58}{space 1}    2.94{col 67}{space 3}0.003{col 75}{space 4} .0146775{col 88}{space 3} .0736931
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2} 1.01e-07{col 47}{space 2} 5.45e-08{col 58}{space 1}    1.85{col 67}{space 3}0.065{col 75}{space 4}-6.17e-09{col 88}{space 3} 2.08e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000268{col 47}{space 2} .0001023{col 58}{space 1}    0.26{col 67}{space 3}0.794{col 75}{space 4}-.0001741{col 88}{space 3} .0002276
{txt}{space 28}_cons {c |}{col 35}{res}{space 2}-.0395351{col 47}{space 2} .2604381{col 58}{space 1}   -0.15{col 67}{space 3}0.879{col 75}{space 4}-.5511163{col 88}{space 3} .4720461
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 28}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}                Absorbed FE{col 29}{c |} Categories{col 42} - Redundant{col 54}  = Num. Coefs{col 69}{c |}
{res}{col 1}{text}{hline 28}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}             year_secschool{col 29}{c |}{space 1}       60{col 42}{space 1}        0{col 54}{result}{space 1}       60{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                       year{col 29}{c |}{space 1}        2{col 42}{space 1}        1{col 54}{result}{space 1}        1{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                  BuLaYouth{col 29}{c |}{space 1}       15{col 42}{space 1}        1{col 54}{result}{space 1}       14{col 68}{text}?{col 69}{c |}
{res}{col 1}{text} BuLaYouth#c.year_secschool{col 29}{c |}{space 1}       15{col 42}{space 1}        0{col 54}{result}{space 1}       15{col 68}{text}?{col 69}{c |}
{res}{col 1}{text}{hline 28}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,440
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    547{txt}){col 67}= {res}     23.21
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1507
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1320
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0785
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       548{txt}{col 51}Root MSE{col 67}= {res}    0.1578

{txt}{ralign 99:(Std. err. adjusted for {res:548} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0270298{col 47}{space 2} .0360815{col 58}{space 1}    0.75{col 67}{space 3}0.454{col 75}{space 4}-.0438454{col 88}{space 3}  .097905
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0070026{col 47}{space 2} .0185513{col 58}{space 1}    0.38{col 67}{space 3}0.706{col 75}{space 4}-.0294379{col 88}{space 3} .0434431
{txt}{space 30}age {c |}{col 35}{res}{space 2} .0084436{col 47}{space 2} .0061129{col 58}{space 1}    1.38{col 67}{space 3}0.168{col 75}{space 4} -.003564{col 88}{space 3} .0204512
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000561{col 47}{space 2} .0000214{col 58}{space 1}   -2.63{col 67}{space 3}0.009{col 75}{space 4}-.0000981{col 88}{space 3}-.0000142
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0273186{col 47}{space 2} .0052778{col 58}{space 1}   -5.18{col 67}{space 3}0.000{col 75}{space 4}-.0376858{col 88}{space 3}-.0169514
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1024059{col 47}{space 2} .0193488{col 58}{space 1}    5.29{col 67}{space 3}0.000{col 75}{space 4} .0643989{col 88}{space 3}  .140413
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0460212{col 47}{space 2} .0075392{col 58}{space 1}    6.10{col 67}{space 3}0.000{col 75}{space 4} .0312118{col 88}{space 3} .0608306
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0825653{col 47}{space 2} .0115314{col 58}{space 1}    7.16{col 67}{space 3}0.000{col 75}{space 4} .0599141{col 88}{space 3} .1052165
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0382246{col 47}{space 2} .0097665{col 58}{space 1}    3.91{col 67}{space 3}0.000{col 75}{space 4} .0190401{col 88}{space 3}  .057409
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0447804{col 47}{space 2} .0149483{col 58}{space 1}    3.00{col 67}{space 3}0.003{col 75}{space 4} .0154173{col 88}{space 3} .0741436
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-7.21e-08{col 47}{space 2} 2.20e-08{col 58}{space 1}   -3.27{col 67}{space 3}0.001{col 75}{space 4}-1.15e-07{col 88}{space 3}-2.88e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.38e-08{col 47}{space 2} 2.62e-08{col 58}{space 1}    0.53{col 67}{space 3}0.600{col 75}{space 4}-3.77e-08{col 88}{space 3} 6.53e-08
{txt}{space 23}B_leftvote {c |}{col 35}{res}{space 2}-.0018538{col 47}{space 2} .0010643{col 58}{space 1}   -1.74{col 67}{space 3}0.082{col 75}{space 4}-.0039445{col 88}{space 3} .0002368
{txt}{space 23}W_leftvote {c |}{col 35}{res}{space 2} .0009145{col 47}{space 2} .0008513{col 58}{space 1}    1.07{col 67}{space 3}0.283{col 75}{space 4}-.0007577{col 88}{space 3} .0025867
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .0363507{col 47}{space 2}  .259115{col 58}{space 1}    0.14{col 67}{space 3}0.888{col 75}{space 4}-.4726316{col 88}{space 3}  .545333
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}Performing EM optimization ...
{res}
{txt}Performing gradient-based optimization: 
{res}{txt}Iteration 0:{space 2}Log restricted-likelihood = {res: 211.27862}  
Iteration 1:{space 2}Log restricted-likelihood = {res: 211.27862}  
{res}
{txt}Computing standard errors ...
{res}
{txt}Mixed-effects REML regression{col 53}Number of obs{col 69} = {res} 11,720
{txt}Group variable: {res}BuLaYouth{col 53}{txt}Number of groups{col 69} = {res}     15
{txt}{col 53}Obs per group:
{col 66}min = {res}     77
{txt}{col 66}avg = {res}  781.3
{txt}{col 66}max = {res}  2,839
{col 53}{txt}Wald chi2({res}79{txt}){col 69} = {res}1873.11
{txt}Log restricted-likelihood = {res} 211.27862{col 53}{txt}Prob > chi2{col 69} = {res} 0.0000

{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  Std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0839754{col 47}{space 2} .0437917{col 58}{space 1}   -1.92{col 67}{space 3}0.055{col 75}{space 4}-.1698055{col 88}{space 3} .0018547
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} -.007093{col 47}{space 2} .0158065{col 58}{space 1}   -0.45{col 67}{space 3}0.654{col 75}{space 4}-.0380731{col 88}{space 3} .0238871
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0028772{col 47}{space 2} .0046249{col 58}{space 1}   -0.62{col 67}{space 3}0.534{col 75}{space 4}-.0119419{col 88}{space 3} .0061874
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000396{col 47}{space 2} .0000191{col 58}{space 1}   -2.07{col 67}{space 3}0.039{col 75}{space 4}-.0000771{col 88}{space 3}-2.09e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1057755{col 47}{space 2} .0043129{col 58}{space 1}  -24.53{col 67}{space 3}0.000{col 75}{space 4}-.1142287{col 88}{space 3}-.0973223
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0569748{col 47}{space 2} .0142416{col 58}{space 1}    4.00{col 67}{space 3}0.000{col 75}{space 4} .0290618{col 88}{space 3} .0848878
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0542235{col 47}{space 2} .0057611{col 58}{space 1}    9.41{col 67}{space 3}0.000{col 75}{space 4}  .042932{col 88}{space 3}  .065515
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0948677{col 47}{space 2} .0086458{col 58}{space 1}   10.97{col 67}{space 3}0.000{col 75}{space 4} .0779222{col 88}{space 3} .1118132
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0430328{col 47}{space 2} .0072211{col 58}{space 1}    5.96{col 67}{space 3}0.000{col 75}{space 4} .0288798{col 88}{space 3} .0571859
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0799906{col 47}{space 2} .0106134{col 58}{space 1}    7.54{col 67}{space 3}0.000{col 75}{space 4} .0591886{col 88}{space 3} .1007925
{txt}{space 33} {c |}
{space 19}year_secschool {c |}
{space 28}1951  {c |}{col 35}{res}{space 2}-.0070143{col 47}{space 2}  .027209{col 58}{space 1}   -0.26{col 67}{space 3}0.797{col 75}{space 4}-.0603429{col 88}{space 3} .0463142
{txt}{space 28}1952  {c |}{col 35}{res}{space 2} .0126254{col 47}{space 2} .0287528{col 58}{space 1}    0.44{col 67}{space 3}0.661{col 75}{space 4}-.0437291{col 88}{space 3} .0689799
{txt}{space 28}1953  {c |}{col 35}{res}{space 2} .0280395{col 47}{space 2} .0281592{col 58}{space 1}    1.00{col 67}{space 3}0.319{col 75}{space 4}-.0271517{col 88}{space 3} .0832306
{txt}{space 28}1954  {c |}{col 35}{res}{space 2}-.0161981{col 47}{space 2} .0312935{col 58}{space 1}   -0.52{col 67}{space 3}0.605{col 75}{space 4}-.0775322{col 88}{space 3} .0451359
{txt}{space 28}1955  {c |}{col 35}{res}{space 2} .0021906{col 47}{space 2} .0349353{col 58}{space 1}    0.06{col 67}{space 3}0.950{col 75}{space 4}-.0662812{col 88}{space 3} .0706625
{txt}{space 28}1956  {c |}{col 35}{res}{space 2}-.0179628{col 47}{space 2} .0379994{col 58}{space 1}   -0.47{col 67}{space 3}0.636{col 75}{space 4}-.0924402{col 88}{space 3} .0565146
{txt}{space 28}1957  {c |}{col 35}{res}{space 2}-.0514423{col 47}{space 2} .0402343{col 58}{space 1}   -1.28{col 67}{space 3}0.201{col 75}{space 4}-.1303001{col 88}{space 3} .0274154
{txt}{space 28}1958  {c |}{col 35}{res}{space 2}-.0219917{col 47}{space 2} .0434717{col 58}{space 1}   -0.51{col 67}{space 3}0.613{col 75}{space 4}-.1071948{col 88}{space 3} .0632113
{txt}{space 28}1959  {c |}{col 35}{res}{space 2}-.0676328{col 47}{space 2} .0467828{col 58}{space 1}   -1.45{col 67}{space 3}0.148{col 75}{space 4}-.1593254{col 88}{space 3} .0240598
{txt}{space 28}1960  {c |}{col 35}{res}{space 2}-.0906575{col 47}{space 2} .0505001{col 58}{space 1}   -1.80{col 67}{space 3}0.073{col 75}{space 4}-.1896359{col 88}{space 3} .0083209
{txt}{space 28}1961  {c |}{col 35}{res}{space 2}-.0937268{col 47}{space 2} .0544851{col 58}{space 1}   -1.72{col 67}{space 3}0.085{col 75}{space 4}-.2005156{col 88}{space 3}  .013062
{txt}{space 28}1962  {c |}{col 35}{res}{space 2}-.0882443{col 47}{space 2} .0587425{col 58}{space 1}   -1.50{col 67}{space 3}0.133{col 75}{space 4}-.2033775{col 88}{space 3} .0268888
{txt}{space 28}1963  {c |}{col 35}{res}{space 2}-.0954361{col 47}{space 2} .0627788{col 58}{space 1}   -1.52{col 67}{space 3}0.128{col 75}{space 4}-.2184803{col 88}{space 3} .0276081
{txt}{space 28}1964  {c |}{col 35}{res}{space 2}-.1288516{col 47}{space 2} .0672505{col 58}{space 1}   -1.92{col 67}{space 3}0.055{col 75}{space 4}-.2606601{col 88}{space 3} .0029569
{txt}{space 28}1965  {c |}{col 35}{res}{space 2}-.1365544{col 47}{space 2}  .071656{col 58}{space 1}   -1.91{col 67}{space 3}0.057{col 75}{space 4}-.2769975{col 88}{space 3} .0038887
{txt}{space 28}1966  {c |}{col 35}{res}{space 2}-.1227013{col 47}{space 2} .0746271{col 58}{space 1}   -1.64{col 67}{space 3}0.100{col 75}{space 4}-.2689676{col 88}{space 3} .0235651
{txt}{space 28}1967  {c |}{col 35}{res}{space 2}-.1584103{col 47}{space 2} .0784826{col 58}{space 1}   -2.02{col 67}{space 3}0.044{col 75}{space 4}-.3122333{col 88}{space 3}-.0045872
{txt}{space 28}1968  {c |}{col 35}{res}{space 2}-.1746096{col 47}{space 2} .0828466{col 58}{space 1}   -2.11{col 67}{space 3}0.035{col 75}{space 4} -.336986{col 88}{space 3}-.0122332
{txt}{space 28}1969  {c |}{col 35}{res}{space 2} -.172684{col 47}{space 2} .0871249{col 58}{space 1}   -1.98{col 67}{space 3}0.047{col 75}{space 4}-.3434458{col 88}{space 3}-.0019223
{txt}{space 28}1970  {c |}{col 35}{res}{space 2}-.1804524{col 47}{space 2} .0910989{col 58}{space 1}   -1.98{col 67}{space 3}0.048{col 75}{space 4} -.359003{col 88}{space 3}-.0019019
{txt}{space 28}1971  {c |}{col 35}{res}{space 2}-.1840448{col 47}{space 2} .0953416{col 58}{space 1}   -1.93{col 67}{space 3}0.054{col 75}{space 4}-.3709109{col 88}{space 3} .0028212
{txt}{space 28}1972  {c |}{col 35}{res}{space 2}-.2003619{col 47}{space 2} .0995363{col 58}{space 1}   -2.01{col 67}{space 3}0.044{col 75}{space 4}-.3954494{col 88}{space 3}-.0052744
{txt}{space 28}1973  {c |}{col 35}{res}{space 2}-.1922412{col 47}{space 2} .1034503{col 58}{space 1}   -1.86{col 67}{space 3}0.063{col 75}{space 4}-.3950001{col 88}{space 3} .0105178
{txt}{space 28}1974  {c |}{col 35}{res}{space 2}  -.23957{col 47}{space 2} .1078722{col 58}{space 1}   -2.22{col 67}{space 3}0.026{col 75}{space 4}-.4509956{col 88}{space 3}-.0281443
{txt}{space 28}1975  {c |}{col 35}{res}{space 2}-.2477982{col 47}{space 2} .1121247{col 58}{space 1}   -2.21{col 67}{space 3}0.027{col 75}{space 4}-.4675585{col 88}{space 3}-.0280379
{txt}{space 28}1976  {c |}{col 35}{res}{space 2}-.2509768{col 47}{space 2} .1162656{col 58}{space 1}   -2.16{col 67}{space 3}0.031{col 75}{space 4}-.4788531{col 88}{space 3}-.0231005
{txt}{space 28}1977  {c |}{col 35}{res}{space 2}-.2465279{col 47}{space 2} .1205613{col 58}{space 1}   -2.04{col 67}{space 3}0.041{col 75}{space 4}-.4828237{col 88}{space 3} -.010232
{txt}{space 28}1978  {c |}{col 35}{res}{space 2}-.2564985{col 47}{space 2} .1246281{col 58}{space 1}   -2.06{col 67}{space 3}0.040{col 75}{space 4} -.500765{col 88}{space 3} -.012232
{txt}{space 28}1979  {c |}{col 35}{res}{space 2} -.276012{col 47}{space 2} .1288636{col 58}{space 1}   -2.14{col 67}{space 3}0.032{col 75}{space 4}  -.52858{col 88}{space 3} -.023444
{txt}{space 28}1980  {c |}{col 35}{res}{space 2}-.3011254{col 47}{space 2} .1333735{col 58}{space 1}   -2.26{col 67}{space 3}0.024{col 75}{space 4}-.5625326{col 88}{space 3}-.0397182
{txt}{space 28}1981  {c |}{col 35}{res}{space 2}-.2932694{col 47}{space 2} .1377911{col 58}{space 1}   -2.13{col 67}{space 3}0.033{col 75}{space 4} -.563335{col 88}{space 3}-.0232038
{txt}{space 28}1982  {c |}{col 35}{res}{space 2}-.3282769{col 47}{space 2} .1419185{col 58}{space 1}   -2.31{col 67}{space 3}0.021{col 75}{space 4}-.6064319{col 88}{space 3}-.0501218
{txt}{space 28}1983  {c |}{col 35}{res}{space 2}-.3267889{col 47}{space 2} .1467206{col 58}{space 1}   -2.23{col 67}{space 3}0.026{col 75}{space 4} -.614356{col 88}{space 3}-.0392218
{txt}{space 28}1984  {c |}{col 35}{res}{space 2} -.313393{col 47}{space 2} .1503836{col 58}{space 1}   -2.08{col 67}{space 3}0.037{col 75}{space 4}-.6081394{col 88}{space 3}-.0186465
{txt}{space 28}1985  {c |}{col 35}{res}{space 2}-.3210615{col 47}{space 2} .1552677{col 58}{space 1}   -2.07{col 67}{space 3}0.039{col 75}{space 4}-.6253806{col 88}{space 3}-.0167424
{txt}{space 28}1986  {c |}{col 35}{res}{space 2}-.3514008{col 47}{space 2} .1589206{col 58}{space 1}   -2.21{col 67}{space 3}0.027{col 75}{space 4}-.6628794{col 88}{space 3}-.0399222
{txt}{space 28}1987  {c |}{col 35}{res}{space 2}-.3425468{col 47}{space 2} .1636408{col 58}{space 1}   -2.09{col 67}{space 3}0.036{col 75}{space 4} -.663277{col 88}{space 3}-.0218166
{txt}{space 28}1988  {c |}{col 35}{res}{space 2}-.3293044{col 47}{space 2} .1676265{col 58}{space 1}   -1.96{col 67}{space 3}0.049{col 75}{space 4}-.6578463{col 88}{space 3}-.0007625
{txt}{space 28}1989  {c |}{col 35}{res}{space 2}-.3655957{col 47}{space 2} .1720601{col 58}{space 1}   -2.12{col 67}{space 3}0.034{col 75}{space 4}-.7028273{col 88}{space 3} -.028364
{txt}{space 28}1990  {c |}{col 35}{res}{space 2}-.3930036{col 47}{space 2} .1761774{col 58}{space 1}   -2.23{col 67}{space 3}0.026{col 75}{space 4}-.7383051{col 88}{space 3}-.0477022
{txt}{space 28}1991  {c |}{col 35}{res}{space 2}-.4005908{col 47}{space 2} .1802004{col 58}{space 1}   -2.22{col 67}{space 3}0.026{col 75}{space 4}-.7537772{col 88}{space 3}-.0474045
{txt}{space 28}1992  {c |}{col 35}{res}{space 2} -.404852{col 47}{space 2} .1843154{col 58}{space 1}   -2.20{col 67}{space 3}0.028{col 75}{space 4}-.7661036{col 88}{space 3}-.0436004
{txt}{space 28}1993  {c |}{col 35}{res}{space 2}-.4125657{col 47}{space 2} .1887618{col 58}{space 1}   -2.19{col 67}{space 3}0.029{col 75}{space 4}-.7825321{col 88}{space 3}-.0425994
{txt}{space 28}1994  {c |}{col 35}{res}{space 2}-.4143651{col 47}{space 2} .1929618{col 58}{space 1}   -2.15{col 67}{space 3}0.032{col 75}{space 4}-.7925634{col 88}{space 3}-.0361669
{txt}{space 28}1995  {c |}{col 35}{res}{space 2}-.4330961{col 47}{space 2} .1974559{col 58}{space 1}   -2.19{col 67}{space 3}0.028{col 75}{space 4}-.8201024{col 88}{space 3}-.0460897
{txt}{space 28}1996  {c |}{col 35}{res}{space 2}-.4622852{col 47}{space 2} .2015189{col 58}{space 1}   -2.29{col 67}{space 3}0.022{col 75}{space 4}-.8572549{col 88}{space 3}-.0673155
{txt}{space 28}1997  {c |}{col 35}{res}{space 2}-.4659226{col 47}{space 2} .2057713{col 58}{space 1}   -2.26{col 67}{space 3}0.024{col 75}{space 4}-.8692269{col 88}{space 3}-.0626184
{txt}{space 28}1998  {c |}{col 35}{res}{space 2}-.4922566{col 47}{space 2} .2101932{col 58}{space 1}   -2.34{col 67}{space 3}0.019{col 75}{space 4}-.9042278{col 88}{space 3}-.0802854
{txt}{space 28}1999  {c |}{col 35}{res}{space 2}-.5048684{col 47}{space 2} .2143542{col 58}{space 1}   -2.36{col 67}{space 3}0.019{col 75}{space 4}-.9249949{col 88}{space 3}-.0847419
{txt}{space 28}2000  {c |}{col 35}{res}{space 2}-.5063833{col 47}{space 2} .2189586{col 58}{space 1}   -2.31{col 67}{space 3}0.021{col 75}{space 4}-.9355343{col 88}{space 3}-.0772323
{txt}{space 28}2001  {c |}{col 35}{res}{space 2}-.4942892{col 47}{space 2} .2232498{col 58}{space 1}   -2.21{col 67}{space 3}0.027{col 75}{space 4}-.9318508{col 88}{space 3}-.0567277
{txt}{space 28}2002  {c |}{col 35}{res}{space 2}-.4810713{col 47}{space 2} .2280296{col 58}{space 1}   -2.11{col 67}{space 3}0.035{col 75}{space 4} -.928001{col 88}{space 3}-.0341415
{txt}{space 28}2003  {c |}{col 35}{res}{space 2}-.5228588{col 47}{space 2} .2316123{col 58}{space 1}   -2.26{col 67}{space 3}0.024{col 75}{space 4}-.9768105{col 88}{space 3}-.0689071
{txt}{space 28}2004  {c |}{col 35}{res}{space 2}-.5448966{col 47}{space 2} .2366393{col 58}{space 1}   -2.30{col 67}{space 3}0.021{col 75}{space 4}-1.008701{col 88}{space 3}-.0810921
{txt}{space 28}2005  {c |}{col 35}{res}{space 2}-.5623516{col 47}{space 2} .2408943{col 58}{space 1}   -2.33{col 67}{space 3}0.020{col 75}{space 4}-1.034496{col 88}{space 3}-.0902073
{txt}{space 28}2006  {c |}{col 35}{res}{space 2}-.5389843{col 47}{space 2} .2459211{col 58}{space 1}   -2.19{col 67}{space 3}0.028{col 75}{space 4}-1.020981{col 88}{space 3}-.0569878
{txt}{space 28}2007  {c |}{col 35}{res}{space 2}-.5342575{col 47}{space 2} .2500893{col 58}{space 1}   -2.14{col 67}{space 3}0.033{col 75}{space 4}-1.024423{col 88}{space 3}-.0440915
{txt}{space 28}2008  {c |}{col 35}{res}{space 2}-.5114641{col 47}{space 2} .2561205{col 58}{space 1}   -2.00{col 67}{space 3}0.046{col 75}{space 4}-1.013451{col 88}{space 3}-.0094772
{txt}{space 28}2009  {c |}{col 35}{res}{space 2}-.5710341{col 47}{space 2}  .260419{col 58}{space 1}   -2.19{col 67}{space 3}0.028{col 75}{space 4}-1.081446{col 88}{space 3}-.0606222
{txt}{space 33} {c |}
{space 29}year {c |}
{space 28}2008  {c |}{col 35}{res}{space 2} .0322487{col 47}{space 2} .0120493{col 58}{space 1}    2.68{col 67}{space 3}0.007{col 75}{space 4} .0086326{col 88}{space 3} .0558649
{txt}{space 28}2010  {c |}{col 35}{res}{space 2} .0415908{col 47}{space 2} .0202936{col 58}{space 1}    2.05{col 67}{space 3}0.040{col 75}{space 4}  .001816{col 88}{space 3} .0813656
{txt}{space 28}2012  {c |}{col 35}{res}{space 2} .0183856{col 47}{space 2} .0277784{col 58}{space 1}    0.66{col 67}{space 3}0.508{col 75}{space 4} -.036059{col 88}{space 3} .0728302
{txt}{space 28}2014  {c |}{col 35}{res}{space 2} .1117327{col 47}{space 2} .0358305{col 58}{space 1}    3.12{col 67}{space 3}0.002{col 75}{space 4} .0415062{col 88}{space 3} .1819591
{txt}{space 28}2016  {c |}{col 35}{res}{space 2} .1185942{col 47}{space 2} .0444241{col 58}{space 1}    2.67{col 67}{space 3}0.008{col 75}{space 4} .0315245{col 88}{space 3} .2056639
{txt}{space 28}2018  {c |}{col 35}{res}{space 2} .1608819{col 47}{space 2} .0531916{col 58}{space 1}    3.02{col 67}{space 3}0.002{col 75}{space 4} .0566284{col 88}{space 3} .2651355
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-4.90e-08{col 47}{space 2} 6.40e-08{col 58}{space 1}   -0.77{col 67}{space 3}0.444{col 75}{space 4}-1.74e-07{col 88}{space 3} 7.65e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.04e-08{col 47}{space 2} 2.33e-08{col 58}{space 1}    1.31{col 67}{space 3}0.192{col 75}{space 4}-1.52e-08{col 88}{space 3} 7.60e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0006497{col 47}{space 2} .0004211{col 58}{space 1}    1.54{col 67}{space 3}0.123{col 75}{space 4}-.0001756{col 88}{space 3} .0014751
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001496{col 47}{space 2} .0000843{col 58}{space 1}   -1.78{col 67}{space 3}0.076{col 75}{space 4}-.0003147{col 88}{space 3} .0000156
{txt}{space 28}_cons {c |}{col 35}{res}{space 2}  .869167{col 47}{space 2}  .286463{col 58}{space 1}    3.03{col 67}{space 3}0.002{col 75}{space 4} .3077099{col 88}{space 3} 1.430624
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}{hline 29}{c TT}{hline 48}
{col 3}Random-effects parameters{col 30}{c |}{col 34}Estimate{col 45}Std. err.{col 59}[95% conf. interval]
{hline 29}{c +}{hline 48}
{res}BuLaYouth{txt}: Identity{col 30}{c |}
{space 18}var(_cons) {c |}{res}{col 33} .0005782{col 44} .0003632{col 58} .0001688{col 70} .0019806
{txt}{hline 29}{c +}{hline 48}
{col 16}var(Residual){col 30}{c |}{res}{col 33} .0538652{col 44} .0007065{col 58} .0524982{col 70} .0552678
{txt}{hline 29}{c BT}{hline 48}
LR test vs. linear model:{col 27}{help j_chibar##|_new:chibar2(01) =} {res}14.27{col 55}{txt}Prob >= chibar2 = {col 73}{res}0.0001
{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,720
{txt}Absorbing 3 HDFE groups{col 51}F({res}  11{txt},{res}    630{txt}){col 67}= {res}    123.27
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1476
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1410
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0916
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       631{txt}{col 51}Root MSE{col 67}= {res}    0.2321

{txt}{ralign 99:(Std. err. adjusted for {res:631} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0128035{col 47}{space 2} .0139792{col 58}{space 1}   -0.92{col 67}{space 3}0.360{col 75}{space 4}-.0402548{col 88}{space 3} .0146479
{txt}{space 30}age {c |}{col 35}{res}{space 2} -.002787{col 47}{space 2} .0042549{col 58}{space 1}   -0.66{col 67}{space 3}0.513{col 75}{space 4}-.0111426{col 88}{space 3} .0055685
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000398{col 47}{space 2} .0000183{col 58}{space 1}   -2.17{col 67}{space 3}0.030{col 75}{space 4}-.0000758{col 88}{space 3}-3.84e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1059398{col 47}{space 2} .0042157{col 58}{space 1}  -25.13{col 67}{space 3}0.000{col 75}{space 4}-.1142184{col 88}{space 3}-.0976612
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0578121{col 47}{space 2} .0158031{col 58}{space 1}    3.66{col 67}{space 3}0.000{col 75}{space 4}  .026779{col 88}{space 3} .0888451
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0552094{col 47}{space 2} .0053823{col 58}{space 1}   10.26{col 67}{space 3}0.000{col 75}{space 4}   .04464{col 88}{space 3} .0657788
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0954026{col 47}{space 2} .0076927{col 58}{space 1}   12.40{col 67}{space 3}0.000{col 75}{space 4} .0802963{col 88}{space 3}  .110509
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0429438{col 47}{space 2}  .006961{col 58}{space 1}    6.17{col 67}{space 3}0.000{col 75}{space 4} .0292743{col 88}{space 3} .0566134
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0799249{col 47}{space 2} .0099282{col 58}{space 1}    8.05{col 67}{space 3}0.000{col 75}{space 4} .0604286{col 88}{space 3} .0994213
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2} 2.12e-08{col 47}{space 2} 1.98e-08{col 58}{space 1}    1.07{col 67}{space 3}0.286{col 75}{space 4}-1.77e-08{col 88}{space 3} 6.00e-08
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001474{col 47}{space 2} .0000741{col 58}{space 1}   -1.99{col 67}{space 3}0.047{col 75}{space 4}-.0002928{col 88}{space 3}-1.95e-06
{txt}{space 28}_cons {c |}{col 35}{res}{space 2}  .670724{col 47}{space 2} .1752073{col 58}{space 1}    3.83{col 67}{space 3}0.000{col 75}{space 4}  .326663{col 88}{space 3} 1.014785
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,720
{txt}Absorbing 3 HDFE groups{col 51}F({res}  11{txt},{res}    630{txt}){col 67}= {res}    122.69
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1487
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1410
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0910
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       631{txt}{col 51}Root MSE{col 67}= {res}    0.2321

{txt}{ralign 99:(Std. err. adjusted for {res:631} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0006624{col 47}{space 2}  .020942{col 58}{space 1}   -0.03{col 67}{space 3}0.975{col 75}{space 4}-.0417869{col 88}{space 3} .0404621
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0026552{col 47}{space 2} .0042657{col 58}{space 1}   -0.62{col 67}{space 3}0.534{col 75}{space 4}-.0110319{col 88}{space 3} .0057216
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000415{col 47}{space 2} .0000183{col 58}{space 1}   -2.27{col 67}{space 3}0.024{col 75}{space 4}-.0000774{col 88}{space 3}-5.56e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1057268{col 47}{space 2} .0042202{col 58}{space 1}  -25.05{col 67}{space 3}0.000{col 75}{space 4}-.1140141{col 88}{space 3}-.0974394
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0573628{col 47}{space 2} .0158375{col 58}{space 1}    3.62{col 67}{space 3}0.000{col 75}{space 4} .0262621{col 88}{space 3} .0884635
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0551372{col 47}{space 2} .0053756{col 58}{space 1}   10.26{col 67}{space 3}0.000{col 75}{space 4} .0445809{col 88}{space 3} .0656936
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0955832{col 47}{space 2} .0077001{col 58}{space 1}   12.41{col 67}{space 3}0.000{col 75}{space 4} .0804623{col 88}{space 3} .1107041
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0423373{col 47}{space 2} .0070101{col 58}{space 1}    6.04{col 67}{space 3}0.000{col 75}{space 4} .0285713{col 88}{space 3} .0561034
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0789728{col 47}{space 2}  .009996{col 58}{space 1}    7.90{col 67}{space 3}0.000{col 75}{space 4} .0593433{col 88}{space 3} .0986023
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2} 4.05e-08{col 47}{space 2} 4.38e-08{col 58}{space 1}    0.92{col 67}{space 3}0.356{col 75}{space 4}-4.55e-08{col 88}{space 3} 1.27e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001534{col 47}{space 2} .0000869{col 58}{space 1}   -1.77{col 67}{space 3}0.078{col 75}{space 4}-.0003239{col 88}{space 3} .0000172
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .6704602{col 47}{space 2} .1757914{col 58}{space 1}    3.81{col 67}{space 3}0.000{col 75}{space 4} .3252521{col 88}{space 3} 1.015668
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 28}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}                Absorbed FE{col 29}{c |} Categories{col 42} - Redundant{col 54}  = Num. Coefs{col 69}{c |}
{res}{col 1}{text}{hline 28}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}             year_secschool{col 29}{c |}{space 1}       60{col 42}{space 1}        0{col 54}{result}{space 1}       60{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                       year{col 29}{c |}{space 1}        7{col 42}{space 1}        1{col 54}{result}{space 1}        6{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                  BuLaYouth{col 29}{c |}{space 1}       15{col 42}{space 1}        1{col 54}{result}{space 1}       14{col 68}{text}?{col 69}{c |}
{res}{col 1}{text} BuLaYouth#c.year_secschool{col 29}{c |}{space 1}       15{col 42}{space 1}        0{col 54}{result}{space 1}       15{col 68}{text}?{col 69}{c |}
{res}{col 1}{text}{hline 28}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,720
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    630{txt}){col 67}= {res}     97.69
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1435
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1377
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0897
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       631{txt}{col 51}Root MSE{col 67}= {res}    0.2325

{txt}{ralign 99:(Std. err. adjusted for {res:631} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0467442{col 47}{space 2} .0282957{col 58}{space 1}   -1.65{col 67}{space 3}0.099{col 75}{space 4}-.1023094{col 88}{space 3}  .008821
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0049927{col 47}{space 2} .0145002{col 58}{space 1}    0.34{col 67}{space 3}0.731{col 75}{space 4}-.0234819{col 88}{space 3} .0334673
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0031481{col 47}{space 2} .0042765{col 58}{space 1}   -0.74{col 67}{space 3}0.462{col 75}{space 4} -.011546{col 88}{space 3} .0052497
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000395{col 47}{space 2} .0000184{col 58}{space 1}   -2.15{col 67}{space 3}0.032{col 75}{space 4}-.0000756{col 88}{space 3}-3.41e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1053187{col 47}{space 2} .0042057{col 58}{space 1}  -25.04{col 67}{space 3}0.000{col 75}{space 4}-.1135776{col 88}{space 3}-.0970598
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0514985{col 47}{space 2} .0156009{col 58}{space 1}    3.30{col 67}{space 3}0.001{col 75}{space 4} .0208624{col 88}{space 3} .0821347
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0509938{col 47}{space 2} .0053634{col 58}{space 1}    9.51{col 67}{space 3}0.000{col 75}{space 4} .0404614{col 88}{space 3} .0615262
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .093811{col 47}{space 2} .0076822{col 58}{space 1}   12.21{col 67}{space 3}0.000{col 75}{space 4} .0787251{col 88}{space 3}  .108897
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0438471{col 47}{space 2} .0069677{col 58}{space 1}    6.29{col 67}{space 3}0.000{col 75}{space 4} .0301645{col 88}{space 3} .0575298
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0805875{col 47}{space 2} .0099343{col 58}{space 1}    8.11{col 67}{space 3}0.000{col 75}{space 4} .0610792{col 88}{space 3} .1000957
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 4.94e-09{col 47}{space 2} 1.70e-08{col 58}{space 1}    0.29{col 67}{space 3}0.772{col 75}{space 4}-2.85e-08{col 88}{space 3} 3.83e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.20e-08{col 47}{space 2} 2.02e-08{col 58}{space 1}    2.57{col 67}{space 3}0.010{col 75}{space 4} 1.23e-08{col 88}{space 3} 9.16e-08
{txt}{space 23}B_leftvote {c |}{col 35}{res}{space 2} .0005412{col 47}{space 2} .0008637{col 58}{space 1}    0.63{col 67}{space 3}0.531{col 75}{space 4}-.0011547{col 88}{space 3} .0022372
{txt}{space 23}W_leftvote {c |}{col 35}{res}{space 2}-.0001887{col 47}{space 2} .0006561{col 58}{space 1}   -0.29{col 67}{space 3}0.774{col 75}{space 4}-.0014772{col 88}{space 3} .0010997
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .6815161{col 47}{space 2} .1764374{col 58}{space 1}    3.86{col 67}{space 3}0.000{col 75}{space 4} .3350394{col 88}{space 3} 1.027993
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}Performing EM optimization ...
{res}
{txt}Performing gradient-based optimization: 
{res}{txt}Iteration 0:{space 2}Log restricted-likelihood = {res: 921.55829}  
Iteration 1:{space 2}Log restricted-likelihood = {res:  921.5583}  
{res}
{txt}Computing standard errors ...
{res}
{txt}Mixed-effects REML regression{col 54}Number of obs{col 70} = {res} 3,336
{txt}Group variable: {res}BuLaYouth{col 54}{txt}Number of groups{col 70} = {res}    15
{txt}{col 54}Obs per group:
{col 67}min = {res}    31
{txt}{col 67}avg = {res} 222.4
{txt}{col 67}max = {res}   786
{col 54}{txt}Wald chi2({res}74{txt}){col 70} = {res}597.29
{txt}Log restricted-likelihood = {res}  921.5583{col 54}{txt}Prob > chi2{col 70} = {res}0.0000

{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  Std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0710574{col 47}{space 2} .0495899{col 58}{space 1}   -1.43{col 67}{space 3}0.152{col 75}{space 4}-.1682518{col 88}{space 3}  .026137
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0150976{col 47}{space 2} .0216656{col 58}{space 1}   -0.70{col 67}{space 3}0.486{col 75}{space 4}-.0575613{col 88}{space 3} .0273661
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0049204{col 47}{space 2} .0063088{col 58}{space 1}   -0.78{col 67}{space 3}0.435{col 75}{space 4}-.0172853{col 88}{space 3} .0074446
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000129{col 47}{space 2} .0000219{col 58}{space 1}   -0.59{col 67}{space 3}0.558{col 75}{space 4}-.0000558{col 88}{space 3} .0000301
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0793441{col 47}{space 2} .0060023{col 58}{space 1}  -13.22{col 67}{space 3}0.000{col 75}{space 4}-.0911084{col 88}{space 3}-.0675798
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0777019{col 47}{space 2}    .0215{col 58}{space 1}    3.61{col 67}{space 3}0.000{col 75}{space 4} .0355627{col 88}{space 3} .1198411
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0547769{col 47}{space 2} .0080648{col 58}{space 1}    6.79{col 67}{space 3}0.000{col 75}{space 4} .0389701{col 88}{space 3} .0705837
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0930539{col 47}{space 2} .0122966{col 58}{space 1}    7.57{col 67}{space 3}0.000{col 75}{space 4}  .068953{col 88}{space 3} .1171549
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0584747{col 47}{space 2} .0102535{col 58}{space 1}    5.70{col 67}{space 3}0.000{col 75}{space 4} .0383783{col 88}{space 3} .0785711
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0918361{col 47}{space 2} .0150955{col 58}{space 1}    6.08{col 67}{space 3}0.000{col 75}{space 4} .0622494{col 88}{space 3} .1214227
{txt}{space 33} {c |}
{space 19}year_secschool {c |}
{space 28}1951  {c |}{col 35}{res}{space 2} .0307769{col 47}{space 2} .0393257{col 58}{space 1}    0.78{col 67}{space 3}0.434{col 75}{space 4}-.0463001{col 88}{space 3}  .107854
{txt}{space 28}1952  {c |}{col 35}{res}{space 2} .0048092{col 47}{space 2} .0413492{col 58}{space 1}    0.12{col 67}{space 3}0.907{col 75}{space 4}-.0762338{col 88}{space 3} .0858522
{txt}{space 28}1953  {c |}{col 35}{res}{space 2}  .029051{col 47}{space 2} .0411433{col 58}{space 1}    0.71{col 67}{space 3}0.480{col 75}{space 4}-.0515884{col 88}{space 3} .1096904
{txt}{space 28}1954  {c |}{col 35}{res}{space 2}-.0119252{col 47}{space 2}  .045042{col 58}{space 1}   -0.26{col 67}{space 3}0.791{col 75}{space 4}-.1002059{col 88}{space 3} .0763554
{txt}{space 28}1955  {c |}{col 35}{res}{space 2}-.0331723{col 47}{space 2} .0500674{col 58}{space 1}   -0.66{col 67}{space 3}0.508{col 75}{space 4}-.1313025{col 88}{space 3}  .064958
{txt}{space 28}1956  {c |}{col 35}{res}{space 2} .0482223{col 47}{space 2} .0567656{col 58}{space 1}    0.85{col 67}{space 3}0.396{col 75}{space 4}-.0630362{col 88}{space 3} .1594808
{txt}{space 28}1957  {c |}{col 35}{res}{space 2} .0041951{col 47}{space 2} .0570756{col 58}{space 1}    0.07{col 67}{space 3}0.941{col 75}{space 4} -.107671{col 88}{space 3} .1160612
{txt}{space 28}1958  {c |}{col 35}{res}{space 2}-.0365874{col 47}{space 2} .0618719{col 58}{space 1}   -0.59{col 67}{space 3}0.554{col 75}{space 4} -.157854{col 88}{space 3} .0846793
{txt}{space 28}1959  {c |}{col 35}{res}{space 2}-.0107019{col 47}{space 2} .0659421{col 58}{space 1}   -0.16{col 67}{space 3}0.871{col 75}{space 4} -.139946{col 88}{space 3} .1185421
{txt}{space 28}1960  {c |}{col 35}{res}{space 2}-.0284628{col 47}{space 2} .0710125{col 58}{space 1}   -0.40{col 67}{space 3}0.689{col 75}{space 4}-.1676448{col 88}{space 3} .1107192
{txt}{space 28}1961  {c |}{col 35}{res}{space 2}-.0482936{col 47}{space 2} .0763071{col 58}{space 1}   -0.63{col 67}{space 3}0.527{col 75}{space 4}-.1978528{col 88}{space 3} .1012656
{txt}{space 28}1962  {c |}{col 35}{res}{space 2}-.0591797{col 47}{space 2} .0825183{col 58}{space 1}   -0.72{col 67}{space 3}0.473{col 75}{space 4}-.2209126{col 88}{space 3} .1025532
{txt}{space 28}1963  {c |}{col 35}{res}{space 2}-.0802838{col 47}{space 2} .0876472{col 58}{space 1}   -0.92{col 67}{space 3}0.360{col 75}{space 4}-.2520691{col 88}{space 3} .0915015
{txt}{space 28}1964  {c |}{col 35}{res}{space 2}-.0572663{col 47}{space 2} .0939202{col 58}{space 1}   -0.61{col 67}{space 3}0.542{col 75}{space 4}-.2413465{col 88}{space 3} .1268139
{txt}{space 28}1965  {c |}{col 35}{res}{space 2}-.0764772{col 47}{space 2} .0997259{col 58}{space 1}   -0.77{col 67}{space 3}0.443{col 75}{space 4}-.2719363{col 88}{space 3}  .118982
{txt}{space 28}1966  {c |}{col 35}{res}{space 2}-.0388362{col 47}{space 2} .1049872{col 58}{space 1}   -0.37{col 67}{space 3}0.711{col 75}{space 4}-.2446073{col 88}{space 3} .1669348
{txt}{space 28}1967  {c |}{col 35}{res}{space 2} -.096261{col 47}{space 2} .1093299{col 58}{space 1}   -0.88{col 67}{space 3}0.379{col 75}{space 4}-.3105436{col 88}{space 3} .1180216
{txt}{space 28}1968  {c |}{col 35}{res}{space 2}-.0298421{col 47}{space 2}  .115178{col 58}{space 1}   -0.26{col 67}{space 3}0.796{col 75}{space 4}-.2555868{col 88}{space 3} .1959027
{txt}{space 28}1969  {c |}{col 35}{res}{space 2}-.1191863{col 47}{space 2} .1215674{col 58}{space 1}   -0.98{col 67}{space 3}0.327{col 75}{space 4} -.357454{col 88}{space 3} .1190814
{txt}{space 28}1970  {c |}{col 35}{res}{space 2}-.1165638{col 47}{space 2} .1278168{col 58}{space 1}   -0.91{col 67}{space 3}0.362{col 75}{space 4}-.3670802{col 88}{space 3} .1339526
{txt}{space 28}1971  {c |}{col 35}{res}{space 2}-.0925006{col 47}{space 2} .1326107{col 58}{space 1}   -0.70{col 67}{space 3}0.485{col 75}{space 4}-.3524128{col 88}{space 3} .1674115
{txt}{space 28}1972  {c |}{col 35}{res}{space 2}-.1326687{col 47}{space 2}  .138632{col 58}{space 1}   -0.96{col 67}{space 3}0.339{col 75}{space 4}-.4043823{col 88}{space 3}  .139045
{txt}{space 28}1973  {c |}{col 35}{res}{space 2}-.0785248{col 47}{space 2} .1444644{col 58}{space 1}   -0.54{col 67}{space 3}0.587{col 75}{space 4}-.3616699{col 88}{space 3} .2046203
{txt}{space 28}1974  {c |}{col 35}{res}{space 2}-.1292371{col 47}{space 2} .1499404{col 58}{space 1}   -0.86{col 67}{space 3}0.389{col 75}{space 4} -.423115{col 88}{space 3} .1646408
{txt}{space 28}1975  {c |}{col 35}{res}{space 2}-.1091365{col 47}{space 2} .1567774{col 58}{space 1}   -0.70{col 67}{space 3}0.486{col 75}{space 4}-.4164144{col 88}{space 3} .1981415
{txt}{space 28}1976  {c |}{col 35}{res}{space 2}-.1210999{col 47}{space 2} .1624707{col 58}{space 1}   -0.75{col 67}{space 3}0.456{col 75}{space 4}-.4395367{col 88}{space 3} .1973369
{txt}{space 28}1977  {c |}{col 35}{res}{space 2}-.1727629{col 47}{space 2} .1676708{col 58}{space 1}   -1.03{col 67}{space 3}0.303{col 75}{space 4}-.5013915{col 88}{space 3} .1558658
{txt}{space 28}1978  {c |}{col 35}{res}{space 2} -.118718{col 47}{space 2} .1742591{col 58}{space 1}   -0.68{col 67}{space 3}0.496{col 75}{space 4}-.4602596{col 88}{space 3} .2228236
{txt}{space 28}1979  {c |}{col 35}{res}{space 2}-.1420799{col 47}{space 2} .1796009{col 58}{space 1}   -0.79{col 67}{space 3}0.429{col 75}{space 4}-.4940913{col 88}{space 3} .2099314
{txt}{space 28}1980  {c |}{col 35}{res}{space 2}-.1553304{col 47}{space 2} .1857783{col 58}{space 1}   -0.84{col 67}{space 3}0.403{col 75}{space 4}-.5194492{col 88}{space 3} .2087884
{txt}{space 28}1981  {c |}{col 35}{res}{space 2}-.1937721{col 47}{space 2} .1916516{col 58}{space 1}   -1.01{col 67}{space 3}0.312{col 75}{space 4}-.5694024{col 88}{space 3} .1818581
{txt}{space 28}1982  {c |}{col 35}{res}{space 2} -.198959{col 47}{space 2}  .197687{col 58}{space 1}   -1.01{col 67}{space 3}0.314{col 75}{space 4}-.5864184{col 88}{space 3} .1885005
{txt}{space 28}1983  {c |}{col 35}{res}{space 2}-.1978823{col 47}{space 2} .2038902{col 58}{space 1}   -0.97{col 67}{space 3}0.332{col 75}{space 4}-.5974998{col 88}{space 3} .2017352
{txt}{space 28}1984  {c |}{col 35}{res}{space 2}-.2367546{col 47}{space 2} .2100484{col 58}{space 1}   -1.13{col 67}{space 3}0.260{col 75}{space 4}-.6484418{col 88}{space 3} .1749327
{txt}{space 28}1985  {c |}{col 35}{res}{space 2}-.1976456{col 47}{space 2} .2155315{col 58}{space 1}   -0.92{col 67}{space 3}0.359{col 75}{space 4}-.6200795{col 88}{space 3} .2247883
{txt}{space 28}1986  {c |}{col 35}{res}{space 2} -.184894{col 47}{space 2} .2216477{col 58}{space 1}   -0.83{col 67}{space 3}0.404{col 75}{space 4}-.6193154{col 88}{space 3} .2495275
{txt}{space 28}1987  {c |}{col 35}{res}{space 2}-.2454104{col 47}{space 2} .2273749{col 58}{space 1}   -1.08{col 67}{space 3}0.280{col 75}{space 4}-.6910569{col 88}{space 3} .2002361
{txt}{space 28}1988  {c |}{col 35}{res}{space 2}-.2356747{col 47}{space 2}   .23322{col 58}{space 1}   -1.01{col 67}{space 3}0.312{col 75}{space 4}-.6927776{col 88}{space 3} .2214281
{txt}{space 28}1989  {c |}{col 35}{res}{space 2}-.2082004{col 47}{space 2} .2402708{col 58}{space 1}   -0.87{col 67}{space 3}0.386{col 75}{space 4}-.6791226{col 88}{space 3} .2627217
{txt}{space 28}1990  {c |}{col 35}{res}{space 2}-.3094077{col 47}{space 2}  .246672{col 58}{space 1}   -1.25{col 67}{space 3}0.210{col 75}{space 4}-.7928759{col 88}{space 3} .1740604
{txt}{space 28}1991  {c |}{col 35}{res}{space 2}-.2837674{col 47}{space 2} .2509486{col 58}{space 1}   -1.13{col 67}{space 3}0.258{col 75}{space 4}-.7756177{col 88}{space 3} .2080829
{txt}{space 28}1992  {c |}{col 35}{res}{space 2}-.2928189{col 47}{space 2} .2567108{col 58}{space 1}   -1.14{col 67}{space 3}0.254{col 75}{space 4}-.7959628{col 88}{space 3} .2103249
{txt}{space 28}1993  {c |}{col 35}{res}{space 2}-.3149582{col 47}{space 2}  .263143{col 58}{space 1}   -1.20{col 67}{space 3}0.231{col 75}{space 4} -.830709{col 88}{space 3} .2007925
{txt}{space 28}1994  {c |}{col 35}{res}{space 2}-.2810201{col 47}{space 2} .2688999{col 58}{space 1}   -1.05{col 67}{space 3}0.296{col 75}{space 4}-.8080542{col 88}{space 3}  .246014
{txt}{space 28}1995  {c |}{col 35}{res}{space 2} -.273147{col 47}{space 2} .2749945{col 58}{space 1}   -0.99{col 67}{space 3}0.321{col 75}{space 4}-.8121263{col 88}{space 3} .2658323
{txt}{space 28}1996  {c |}{col 35}{res}{space 2}-.2962326{col 47}{space 2} .2815431{col 58}{space 1}   -1.05{col 67}{space 3}0.293{col 75}{space 4} -.848047{col 88}{space 3} .2555817
{txt}{space 28}1997  {c |}{col 35}{res}{space 2}-.3466106{col 47}{space 2} .2866552{col 58}{space 1}   -1.21{col 67}{space 3}0.227{col 75}{space 4}-.9084446{col 88}{space 3} .2152233
{txt}{space 28}1998  {c |}{col 35}{res}{space 2}-.3277364{col 47}{space 2} .2930948{col 58}{space 1}   -1.12{col 67}{space 3}0.263{col 75}{space 4}-.9021917{col 88}{space 3} .2467188
{txt}{space 28}1999  {c |}{col 35}{res}{space 2}-.3481072{col 47}{space 2} .2986208{col 58}{space 1}   -1.17{col 67}{space 3}0.244{col 75}{space 4}-.9333933{col 88}{space 3} .2371789
{txt}{space 28}2000  {c |}{col 35}{res}{space 2}-.3311792{col 47}{space 2} .3055955{col 58}{space 1}   -1.08{col 67}{space 3}0.278{col 75}{space 4}-.9301353{col 88}{space 3} .2677769
{txt}{space 28}2001  {c |}{col 35}{res}{space 2}-.3784529{col 47}{space 2} .3120454{col 58}{space 1}   -1.21{col 67}{space 3}0.225{col 75}{space 4}-.9900506{col 88}{space 3} .2331448
{txt}{space 28}2002  {c |}{col 35}{res}{space 2}-.3508461{col 47}{space 2} .3177142{col 58}{space 1}   -1.10{col 67}{space 3}0.269{col 75}{space 4}-.9735545{col 88}{space 3} .2718622
{txt}{space 28}2003  {c |}{col 35}{res}{space 2}-.3491533{col 47}{space 2} .3229755{col 58}{space 1}   -1.08{col 67}{space 3}0.280{col 75}{space 4}-.9821736{col 88}{space 3}  .283867
{txt}{space 28}2004  {c |}{col 35}{res}{space 2}-.3385524{col 47}{space 2} .3296885{col 58}{space 1}   -1.03{col 67}{space 3}0.304{col 75}{space 4}  -.98473{col 88}{space 3} .3076251
{txt}{space 28}2005  {c |}{col 35}{res}{space 2}-.3747882{col 47}{space 2} .3357946{col 58}{space 1}   -1.12{col 67}{space 3}0.264{col 75}{space 4}-1.032934{col 88}{space 3}  .283357
{txt}{space 28}2006  {c |}{col 35}{res}{space 2}-.3729894{col 47}{space 2} .3421108{col 58}{space 1}   -1.09{col 67}{space 3}0.276{col 75}{space 4}-1.043514{col 88}{space 3} .2975355
{txt}{space 28}2007  {c |}{col 35}{res}{space 2}-.4185395{col 47}{space 2} .3472632{col 58}{space 1}   -1.21{col 67}{space 3}0.228{col 75}{space 4}-1.099163{col 88}{space 3} .2620838
{txt}{space 28}2008  {c |}{col 35}{res}{space 2}-.3514817{col 47}{space 2} .3531266{col 58}{space 1}   -1.00{col 67}{space 3}0.320{col 75}{space 4}-1.043597{col 88}{space 3} .3406336
{txt}{space 28}2009  {c |}{col 35}{res}{space 2}-.4308539{col 47}{space 2} .3599871{col 58}{space 1}   -1.20{col 67}{space 3}0.231{col 75}{space 4}-1.136416{col 88}{space 3} .2747078
{txt}{space 33} {c |}
{space 29}year {c |}
{space 28}2018  {c |}{col 35}{res}{space 2} .1007045{col 47}{space 2} .0616532{col 58}{space 1}    1.63{col 67}{space 3}0.102{col 75}{space 4}-.0201336{col 88}{space 3} .2215425
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-3.08e-08{col 47}{space 2} 6.82e-08{col 58}{space 1}   -0.45{col 67}{space 3}0.651{col 75}{space 4}-1.64e-07{col 88}{space 3} 1.03e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.36e-08{col 47}{space 2} 3.21e-08{col 58}{space 1}    1.98{col 67}{space 3}0.048{col 75}{space 4} 5.87e-10{col 88}{space 3} 1.27e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0003808{col 47}{space 2} .0004629{col 58}{space 1}    0.82{col 67}{space 3}0.411{col 75}{space 4}-.0005265{col 88}{space 3} .0012881
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000599{col 47}{space 2} .0001148{col 58}{space 1}   -0.52{col 67}{space 3}0.602{col 75}{space 4}-.0002849{col 88}{space 3} .0001651
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .7381575{col 47}{space 2}  .411076{col 58}{space 1}    1.80{col 67}{space 3}0.073{col 75}{space 4}-.0675366{col 88}{space 3} 1.543852
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}{hline 29}{c TT}{hline 48}
{col 3}Random-effects parameters{col 30}{c |}{col 34}Estimate{col 45}Std. err.{col 59}[95% conf. interval]
{hline 29}{c +}{hline 48}
{res}BuLaYouth{txt}: Identity{col 30}{c |}
{space 18}var(_cons) {c |}{res}{col 33} .0005715{col 44} .0004294{col 58}  .000131{col 70} .0024924
{txt}{hline 29}{c +}{hline 48}
{col 16}var(Residual){col 30}{c |}{res}{col 33} .0292957{col 44}  .000727{col 58} .0279048{col 70} .0307559
{txt}{hline 29}{c BT}{hline 48}
LR test vs. linear model:{col 27}{help j_chibar##|_new:chibar2(01) =} {res}5.50{col 55}{txt}Prob >= chibar2 = {col 73}{res}0.0095
{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,336
{txt}Absorbing 3 HDFE groups{col 51}F({res}  11{txt},{res}    546{txt}){col 67}= {res}     43.25
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1629
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1410
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1283
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       547{txt}{col 51}Root MSE{col 67}= {res}    0.1711

{txt}{ralign 99:(Std. err. adjusted for {res:547} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0243401{col 47}{space 2} .0201761{col 58}{space 1}   -1.21{col 67}{space 3}0.228{col 75}{space 4}-.0639723{col 88}{space 3} .0152921
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0046099{col 47}{space 2} .0059537{col 58}{space 1}   -0.77{col 67}{space 3}0.439{col 75}{space 4}-.0163048{col 88}{space 3}  .007085
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000141{col 47}{space 2}  .000021{col 58}{space 1}   -0.67{col 67}{space 3}0.505{col 75}{space 4}-.0000554{col 88}{space 3} .0000273
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0795996{col 47}{space 2} .0061509{col 58}{space 1}  -12.94{col 67}{space 3}0.000{col 75}{space 4}-.0916819{col 88}{space 3}-.0675172
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0780596{col 47}{space 2}  .023123{col 58}{space 1}    3.38{col 67}{space 3}0.001{col 75}{space 4} .0326386{col 88}{space 3} .1234805
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0565502{col 47}{space 2} .0073913{col 58}{space 1}    7.65{col 67}{space 3}0.000{col 75}{space 4} .0420313{col 88}{space 3} .0710691
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0934249{col 47}{space 2} .0121555{col 58}{space 1}    7.69{col 67}{space 3}0.000{col 75}{space 4} .0695477{col 88}{space 3} .1173021
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0581686{col 47}{space 2} .0112021{col 58}{space 1}    5.19{col 67}{space 3}0.000{col 75}{space 4} .0361641{col 88}{space 3}  .080173
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0913211{col 47}{space 2} .0156777{col 58}{space 1}    5.82{col 67}{space 3}0.000{col 75}{space 4}  .060525{col 88}{space 3} .1221172
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2} 4.78e-08{col 47}{space 2} 3.16e-08{col 58}{space 1}    1.51{col 67}{space 3}0.131{col 75}{space 4}-1.43e-08{col 88}{space 3} 1.10e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} -.000037{col 47}{space 2} .0001112{col 58}{space 1}   -0.33{col 67}{space 3}0.740{col 75}{space 4}-.0002553{col 88}{space 3} .0001814
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .6052763{col 47}{space 2} .2567418{col 58}{space 1}    2.36{col 67}{space 3}0.019{col 75}{space 4} .1009536{col 88}{space 3} 1.109599
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 8 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,336
{txt}Absorbing 3 HDFE groups{col 51}F({res}  11{txt},{res}    546{txt}){col 67}= {res}     42.52
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1670
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1412
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1288
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       547{txt}{col 51}Root MSE{col 67}= {res}    0.1711

{txt}{ralign 99:(Std. err. adjusted for {res:547} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0366294{col 47}{space 2} .0335987{col 58}{space 1}   -1.09{col 67}{space 3}0.276{col 75}{space 4} -.102628{col 88}{space 3} .0293691
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0045111{col 47}{space 2} .0059785{col 58}{space 1}   -0.75{col 67}{space 3}0.451{col 75}{space 4}-.0162549{col 88}{space 3} .0072327
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000134{col 47}{space 2} .0000212{col 58}{space 1}   -0.63{col 67}{space 3}0.526{col 75}{space 4}-.0000551{col 88}{space 3} .0000282
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0799055{col 47}{space 2} .0061437{col 58}{space 1}  -13.01{col 67}{space 3}0.000{col 75}{space 4}-.0919738{col 88}{space 3}-.0678373
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .081039{col 47}{space 2} .0234466{col 58}{space 1}    3.46{col 67}{space 3}0.001{col 75}{space 4} .0349823{col 88}{space 3} .1270957
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0570188{col 47}{space 2} .0073918{col 58}{space 1}    7.71{col 67}{space 3}0.000{col 75}{space 4} .0424989{col 88}{space 3} .0715388
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0925074{col 47}{space 2} .0121858{col 58}{space 1}    7.59{col 67}{space 3}0.000{col 75}{space 4} .0685705{col 88}{space 3} .1164442
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0572752{col 47}{space 2} .0112808{col 58}{space 1}    5.08{col 67}{space 3}0.000{col 75}{space 4}  .035116{col 88}{space 3} .0794343
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0911486{col 47}{space 2} .0157503{col 58}{space 1}    5.79{col 67}{space 3}0.000{col 75}{space 4} .0602101{col 88}{space 3} .1220871
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2} 4.77e-08{col 47}{space 2} 6.28e-08{col 58}{space 1}    0.76{col 67}{space 3}0.449{col 75}{space 4}-7.58e-08{col 88}{space 3} 1.71e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000577{col 47}{space 2} .0001339{col 58}{space 1}   -0.43{col 67}{space 3}0.667{col 75}{space 4}-.0003207{col 88}{space 3} .0002052
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .5972311{col 47}{space 2} .2580928{col 58}{space 1}    2.31{col 67}{space 3}0.021{col 75}{space 4} .0902547{col 88}{space 3} 1.104208
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 28}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}                Absorbed FE{col 29}{c |} Categories{col 42} - Redundant{col 54}  = Num. Coefs{col 69}{c |}
{res}{col 1}{text}{hline 28}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}             year_secschool{col 29}{c |}{space 1}       60{col 42}{space 1}        0{col 54}{result}{space 1}       60{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                       year{col 29}{c |}{space 1}        2{col 42}{space 1}        1{col 54}{result}{space 1}        1{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                  BuLaYouth{col 29}{c |}{space 1}       15{col 42}{space 1}        1{col 54}{result}{space 1}       14{col 68}{text}?{col 69}{c |}
{res}{col 1}{text} BuLaYouth#c.year_secschool{col 29}{c |}{space 1}       15{col 42}{space 1}        0{col 54}{result}{space 1}       15{col 68}{text}?{col 69}{c |}
{res}{col 1}{text}{hline 28}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,336
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    546{txt}){col 67}= {res}     33.01
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1549
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1357
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1266
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       547{txt}{col 51}Root MSE{col 67}= {res}    0.1717

{txt}{ralign 99:(Std. err. adjusted for {res:547} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0139968{col 47}{space 2} .0430534{col 58}{space 1}    0.33{col 67}{space 3}0.745{col 75}{space 4}-.0705737{col 88}{space 3} .0985673
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} -.006399{col 47}{space 2}  .020689{col 58}{space 1}   -0.31{col 67}{space 3}0.757{col 75}{space 4}-.0470388{col 88}{space 3} .0342408
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0050835{col 47}{space 2} .0059715{col 58}{space 1}   -0.85{col 67}{space 3}0.395{col 75}{space 4}-.0168134{col 88}{space 3} .0066465
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000121{col 47}{space 2}  .000021{col 58}{space 1}   -0.57{col 67}{space 3}0.566{col 75}{space 4}-.0000534{col 88}{space 3} .0000292
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0785016{col 47}{space 2} .0061639{col 58}{space 1}  -12.74{col 67}{space 3}0.000{col 75}{space 4}-.0906094{col 88}{space 3}-.0663938
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0746499{col 47}{space 2} .0233349{col 58}{space 1}    3.20{col 67}{space 3}0.001{col 75}{space 4} .0288128{col 88}{space 3}  .120487
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0527742{col 47}{space 2} .0074319{col 58}{space 1}    7.10{col 67}{space 3}0.000{col 75}{space 4} .0381756{col 88}{space 3} .0673728
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0939122{col 47}{space 2} .0121161{col 58}{space 1}    7.75{col 67}{space 3}0.000{col 75}{space 4} .0701123{col 88}{space 3}  .117712
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0594002{col 47}{space 2} .0111888{col 58}{space 1}    5.31{col 67}{space 3}0.000{col 75}{space 4} .0374218{col 88}{space 3} .0813785
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0924698{col 47}{space 2} .0157276{col 58}{space 1}    5.88{col 67}{space 3}0.000{col 75}{space 4} .0615757{col 88}{space 3} .1233638
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 4.68e-08{col 47}{space 2} 2.40e-08{col 58}{space 1}    1.95{col 67}{space 3}0.052{col 75}{space 4}-3.16e-10{col 88}{space 3} 9.40e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 8.69e-08{col 47}{space 2} 3.16e-08{col 58}{space 1}    2.75{col 67}{space 3}0.006{col 75}{space 4} 2.47e-08{col 88}{space 3} 1.49e-07
{txt}{space 23}B_leftvote {c |}{col 35}{res}{space 2}-.0010063{col 47}{space 2} .0012527{col 58}{space 1}   -0.80{col 67}{space 3}0.422{col 75}{space 4} -.003467{col 88}{space 3} .0014544
{txt}{space 23}W_leftvote {c |}{col 35}{res}{space 2} -.000327{col 47}{space 2} .0008751{col 58}{space 1}   -0.37{col 67}{space 3}0.709{col 75}{space 4} -.002046{col 88}{space 3} .0013921
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .6536251{col 47}{space 2} .2600229{col 58}{space 1}    2.51{col 67}{space 3}0.012{col 75}{space 4} .1428573{col 88}{space 3} 1.164393
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}
{com}. 
. 
. ********************
. **********
. ***Visualization Main Analyses
. **********
. ********************
. graph drop _all
{txt}
{com}. 
. foreach depvar in part1 polint peff {c -(}
{txt}  2{com}. coefplot ///
>                  (`depvar'_main, aseq(Between) label(Original Results) drop(W_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *alo* *left*) mcolor(red)  msymbol(diamond)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(red red)) ) ///
>                  (`depvar'_main, aseq(Within) label(Original Results) drop(B_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *alo* *left*) mcolor(red)  msymbol(diamond)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(red red))) ///
>                  (`depvar'_main_fe, aseq(Between) label("State FE") drop(W_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *alo* *left* ) mcolor(black)  msymbol(diamond)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(black black)) ) ///
>                  (`depvar'_main_fe, aseq(Within) label("State FE") drop(B_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *alo* *left* ) mcolor(black)  msymbol(diamond)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(black black))) ///
>                  (`depvar'_main_feis, aseq(Between) label("State FE & State-Specific Slopes") drop(W_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *alo* *left* ) mcolor(gs6)  msymbol(triangle)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(gs6 gs6)) ) ///
>                  (`depvar'_main_feis, aseq(Within) label("State FE & State-Specific Slopes") drop(B_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *oesch* *inc* *alo* *left*) mcolor(gs6)  msymbol(triangle)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(gs6 gs6))) ///
>                  (`depvar'_main_tv, aseq(Between) label("Left Vote Share") drop(W_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu*  *alo* *leftvote* *leftcabinet* *alo* *left*) mcolor(gs6)  msymbol(square)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(gs6 gs6)) ) ///
>                  (`depvar'_main_tv, aseq(Within) label("Left Vote Share") drop(B_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu*  *alo* *leftvote* *leftcabinet* *alo* *left*) mcolor(gs6)  msymbol(square)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(gs6 gs6))) ///
>                  (`depvar'_main_ml, aseq(Between) label("2-level model") drop(W_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *oesch* *inc* *alo* *left*) mcolor(gs6)  msymbol(circle)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(gs6 gs6)) ) ///
>                  (`depvar'_main_ml, aseq(Within) label("2-level model") drop(B_*  _cons *age* *year* *female* *migrabg* *PEdu* *pedu3cat* *edu* *Edu* *oesch* *inc* *alo* *left*) mcolor(gs6)  msymbol(circle)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(gs6 gs6))) ///
> , legend(position(6) cols(2)  colfirst size(tiny))  xline(0)  scheme(plotplain) levels(90 95)  xscale(r(-0.2,0.2)) xlabel(-0.2 (0.1) 0.2) swapnames  title("`: var label `depvar''", size(small)) name(gr_`depvar') coeflabels(,wrap(25))  p1(nokey) p3(nokey) p5(nokey) p7(nokey) p9(nokey) p11(nokey) p13(nokey) p15(nokey) p17(nokey) p19(nokey)
{txt}  3{com}. {c )-}
{res}{txt}(part1_main_fe: no coefficients found, all dropped, or none kept)
{res}{txt}(part1_main_feis: no coefficients found, all dropped, or none kept)
{res}{txt}(polint_main_fe: no coefficients found, all dropped, or none kept)
{res}{txt}(polint_main_feis: no coefficients found, all dropped, or none kept)
{res}{txt}(peff_main_fe: no coefficients found, all dropped, or none kept)
{res}{txt}(peff_main_feis: no coefficients found, all dropped, or none kept)
{res}{txt}
{com}. 
. *
. 
. 
. *combination of results in pdfs - Main Results
. 
. grc1leg  gr_part1 gr_polint gr_peff , rows(3) scheme(plotplain) graphregion(margin(tiny)) iscale(0.75)  name(main)   title("Main Effects of single de-stratifying education policies on political engagement" "Different Modelling Strategies", size(vsmall)) note("Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display main ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\MainEffects_Repl.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\MainEffects_Repl.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. 
. ********************
. **********
. ***Analyses Moderation Effects (Individual Education)
. **********
. ********************
. 
. fre BuLaYouth
{res}
{txt}BuLaYouth {hline 2} group(bulayouth)
{txt}{hline 13}{hline 1}{c TT}{hline 44}
{txt}        {txt}      {c |}      Freq.    Percent      Valid       Cum.
{txt}{hline 13}{hline 1}{c +}{hline 44}
{txt}Valid   1     {c |}{res}       2027      10.11      10.11      10.11
{txt}        2     {c |}{res}       2471      12.33      12.33      22.44
{txt}        3     {c |}{res}       1365       6.81       6.81      29.25
{txt}        4     {c |}{res}         99       0.49       0.49      29.74
{txt}        5     {c |}{res}        324       1.62       1.62      31.36
{txt}        6     {c |}{res}       1248       6.23       6.23      37.59
{txt}        7     {c |}{res}       1690       8.43       8.43      46.02
{txt}        8     {c |}{res}       1020       5.09       5.09      51.11
{txt}        9     {c |}{res}       3364      16.78      16.78      67.89
{txt}        10    {c |}{res}        811       4.05       4.05      71.93
{txt}        11    {c |}{res}        188       0.94       0.94      72.87
{txt}        12    {c |}{res}       2173      10.84      10.84      83.71
{txt}        13    {c |}{res}       1447       7.22       7.22      90.93
{txt}        14    {c |}{res}        512       2.55       2.55      93.48
{txt}        15    {c |}{res}       1306       6.52       6.52     100.00
{txt}        Total {c |}{res}      20045     100.00     100.00           
{txt}{hline 13}{hline 1}{c BT}{hline 44}

{com}. fre W_destrat_index
{res}
{txt}W_destrat_index {hline 2} Within: De-Strat. Index
{txt}{hline 17}{hline 1}{c TT}{hline 44}
{txt}        {txt}          {c |}      Freq.    Percent      Valid       Cum.
{txt}{hline 17}{hline 1}{c +}{hline 44}
{txt}Valid   -.4792896 {c |}{res}        465       2.32       3.38       3.38
{txt}        -.4745355 {c |}{res}         86       0.43       0.63       4.01
{txt}        -.4398907 {c |}{res}         13       0.06       0.09       4.10
{txt}        -.4041975 {c |}{res}         56       0.28       0.41       4.51
{txt}        -.3677193 {c |}{res}         42       0.21       0.31       4.82
{txt}        -.3622807 {c |}{res}        122       0.61       0.89       5.70
{txt}        -.3298907 {c |}{res}         29       0.14       0.21       5.91
{txt}        -.3277596 {c |}{res}       1636       8.16      11.90      17.81
{txt}        -.3190164 {c |}{res}        320       1.60       2.33      20.14
{txt}        -.312623  {c |}{res}        219       1.09       1.59      21.74
{txt}        -.3078688 {c |}{res}          4       0.02       0.03      21.76
{txt}        -.3028415 {c |}{res}        274       1.37       1.99      23.76
{txt}        -.2514754 {c |}{res}        342       1.71       2.49      26.25
{txt}        -.2375309 {c |}{res}         47       0.23       0.34      26.59
{txt}        -.2090164 {c |}{res}        219       1.09       1.59      28.18
{txt}        -.1978689 {c |}{res}         87       0.43       0.63      28.81
{txt}        -.1459563 {c |}{res}         81       0.40       0.59      29.40
{txt}        -.1412022 {c |}{res}         41       0.20       0.30      29.70
{txt}        -.1361749 {c |}{res}        304       1.52       2.21      31.91
{txt}        -.1275309 {c |}{res}         20       0.10       0.15      32.06
{txt}        :         {c |}          :          :          :          :
{txt}        .1142105  {c |}{res}          1       0.00       0.01      74.42
{txt}        .1155738  {c |}{res}        706       3.52       5.14      79.55
{txt}        .1307104  {c |}{res}         37       0.18       0.27      79.82
{txt}        .1918579  {c |}{res}         60       0.30       0.44      80.26
{txt}        .1971585  {c |}{res}         34       0.17       0.25      80.50
{txt}        .2058025  {c |}{res}          3       0.01       0.02      80.53
{txt}        .2255738  {c |}{res}        523       2.61       3.80      84.33
{txt}        .2343169  {c |}{res}        425       2.12       3.09      87.42
{txt}        .2454645  {c |}{res}         58       0.29       0.42      87.84
{txt}        .297377   {c |}{res}        838       4.18       6.10      93.94
{txt}        .3018579  {c |}{res}         72       0.36       0.52      94.46
{txt}        .304386   {c |}{res}         95       0.47       0.69      95.16
{txt}        .3071585  {c |}{res}        197       0.98       1.43      96.59
{txt}        .3158025  {c |}{res}         40       0.20       0.29      96.88
{txt}        .3367759  {c |}{res}         34       0.17       0.25      97.13
{txt}        .3587978  {c |}{res}         48       0.24       0.35      97.48
{txt}        .3922405  {c |}{res}        315       1.57       2.29      99.77
{txt}        .4171585  {c |}{res}          2       0.01       0.01      99.78
{txt}        .4685246  {c |}{res}          2       0.01       0.01      99.80
{txt}        .5109836  {c |}{res}         28       0.14       0.20     100.00
{txt}        Total     {c |}{res}      13747      68.58     100.00           
{txt}Missing .         {c |}{res}       6298      31.42                      
{txt}Total             {c |}{res}      20045     100.00                      
{txt}{hline 17}{hline 1}{c BT}{hline 44}

{com}. 
. foreach depvar in part1 convp1 unconvp polint peff intpeff extpeff {c -(}
{txt}  2{com}. foreach societalvar in IEdu edu3cat {c -(}
{txt}  3{com}.         ***Multilevel 
.         mixed `depvar' B_destrat_index W_destrat_index /// 
>         i.`societalvar' ///
>         c.age c.age_sq i.female i.migrabg  ///
>         i.PEdu i.pedu3cat ///
>         c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>         i.`societalvar'#c.B_destrat_index  i.`societalvar'#c.W_destrat_index ///
>         i.year_secschool i.year ///
>         , || BuLaYouth: i.`societalvar' , reml
{txt}  4{com}.         *Margins Within
.         margins, dydx(c.W_destrat_index) over(i.`societalvar') post
{txt}  5{com}.         eststo `depvar'`societalvar'ml
{txt}  6{com}. 
.         ***FE
.         reghdfe `depvar' W_destrat_index ///
>         i.`societalvar' ///
>         c.age c.age_sq i.female i.migrabg  ///
>         i.PEdu i.pedu3cat ///
>         c.W_alo c.W_leftcabinet ///
>         i.`societalvar'#c.W_destrat_index ///
>         , absorb(i.year_secschool i.year i.BuLaYouth) vce(cluster bulacohort)
{txt}  7{com}.         *Margins Within
.         margins, dydx(c.W_destrat_index) over(i.`societalvar') post
{txt}  8{com}.         eststo `depvar'`societalvar'fe
{txt}  9{com}.         
.         ***FEIS
.         reghdfe `depvar' W_destrat_index ///
>         i.`societalvar' ///
>         i.PEdu i.pedu3cat ///
>         c.age c.age_sq i.female i.migrabg  ///
>         c.W_alo c.W_leftcabinet ///
>         i.`societalvar'#c.W_destrat_index       , absorb(i.year_secschool i.year i.BuLaYouth##c.year_secschool) vce(cluster bulacohort)
{txt} 10{com}.         *Margins Within
.         margins, dydx(c.W_destrat_index) over(i.`societalvar') post
{txt} 11{com}.         eststo `depvar'`societalvar'feis
{txt} 12{com}. 
.         ***Controlling for time-varying econ and pol factors
.         reghdfe `depvar' B_destrat_index W_destrat_index ///
>         i.`societalvar' ///
>         i.PEdu i.pedu3cat ///
>         c.age c.age_sq i.female i.migrabg  ///
>         i.`societalvar'#c.B_destrat_index  i.`societalvar'#c.W_destrat_index ///
>         c.B_alo c.W_alo c.B_leftvote c.W_leftvote ///
>         , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt} 13{com}.         *Margins Within
.         margins, dydx(c.W_destrat_index) over(i.`societalvar') post
{txt} 14{com}.         eststo `depvar'`societalvar'tv
{txt} 15{com}. 
. {c )-}
{txt} 16{com}. {c )-}
{res}
{txt}Performing EM optimization ...
{res}
{txt}Performing gradient-based optimization: 
{res}{txt}Iteration 0:{space 2}Log restricted-likelihood = {res: 1288.3939}  
Iteration 1:{space 2}Log restricted-likelihood = {res: 1288.8997}  
Iteration 2:{space 2}Log restricted-likelihood = {res: 1289.1193}  
Iteration 3:{space 2}Log restricted-likelihood = {res: 1289.1271}  
Iteration 4:{space 2}Log restricted-likelihood = {res: 1289.1271}  
{res}
{txt}Computing standard errors ...
{res}
{txt}Mixed-effects REML regression{col 54}Number of obs{col 70} = {res} 3,376
{txt}Group variable: {res}BuLaYouth{col 54}{txt}Number of groups{col 70} = {res}    15
{txt}{col 54}Obs per group:
{col 67}min = {res}    31
{txt}{col 67}avg = {res} 225.1
{txt}{col 67}max = {res}   804
{col 54}{txt}Wald chi2({res}80{txt}){col 70} = {res}728.85
{txt}Log restricted-likelihood = {res} 1289.1271{col 54}{txt}Prob > chi2{col 70} = {res}0.0000

{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  Std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0810965{col 47}{space 2} .0646246{col 58}{space 1}   -1.25{col 67}{space 3}0.210{col 75}{space 4}-.2077583{col 88}{space 3} .0455653
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0362514{col 47}{space 2} .0301285{col 58}{space 1}    1.20{col 67}{space 3}0.229{col 75}{space 4}-.0227993{col 88}{space 3} .0953021
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .042826{col 47}{space 2} .0109883{col 58}{space 1}    3.90{col 67}{space 3}0.000{col 75}{space 4} .0212893{col 88}{space 3} .0643627
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0790317{col 47}{space 2} .0123481{col 58}{space 1}    6.40{col 67}{space 3}0.000{col 75}{space 4} .0548298{col 88}{space 3} .1032335
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0076447{col 47}{space 2} .0056163{col 58}{space 1}    1.36{col 67}{space 3}0.173{col 75}{space 4} -.003363{col 88}{space 3} .0186523
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000516{col 47}{space 2} .0000196{col 58}{space 1}   -2.63{col 67}{space 3}0.009{col 75}{space 4}-.0000901{col 88}{space 3}-.0000131
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0277966{col 47}{space 2} .0053405{col 58}{space 1}   -5.20{col 67}{space 3}0.000{col 75}{space 4}-.0382637{col 88}{space 3}-.0173294
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0981257{col 47}{space 2} .0187787{col 58}{space 1}    5.23{col 67}{space 3}0.000{col 75}{space 4} .0613201{col 88}{space 3} .1349313
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0223523{col 47}{space 2} .0074353{col 58}{space 1}    3.01{col 67}{space 3}0.003{col 75}{space 4} .0077795{col 88}{space 3} .0369251
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0435763{col 47}{space 2} .0114065{col 58}{space 1}    3.82{col 67}{space 3}0.000{col 75}{space 4}   .02122{col 88}{space 3} .0659326
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0285764{col 47}{space 2} .0090545{col 58}{space 1}    3.16{col 67}{space 3}0.002{col 75}{space 4} .0108299{col 88}{space 3} .0463228
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0211313{col 47}{space 2} .0135741{col 58}{space 1}    1.56{col 67}{space 3}0.120{col 75}{space 4}-.0054735{col 88}{space 3} .0477361
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-8.57e-08{col 47}{space 2} 8.12e-08{col 58}{space 1}   -1.06{col 67}{space 3}0.291{col 75}{space 4}-2.45e-07{col 88}{space 3} 7.35e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-2.83e-09{col 47}{space 2} 2.89e-08{col 58}{space 1}   -0.10{col 67}{space 3}0.922{col 75}{space 4}-5.94e-08{col 88}{space 3} 5.37e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0000136{col 47}{space 2}  .000533{col 58}{space 1}    0.03{col 67}{space 3}0.980{col 75}{space 4}-.0010311{col 88}{space 3} .0010582
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000467{col 47}{space 2} .0001032{col 58}{space 1}   -0.45{col 67}{space 3}0.651{col 75}{space 4} -.000249{col 88}{space 3} .0001556
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0395265{col 47}{space 2} .0369598{col 58}{space 1}    1.07{col 67}{space 3}0.285{col 75}{space 4}-.0329134{col 88}{space 3} .1119664
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1147853{col 47}{space 2} .0390761{col 58}{space 1}    2.94{col 67}{space 3}0.003{col 75}{space 4} .0381976{col 88}{space 3}  .191373
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0673328{col 47}{space 2}  .032012{col 58}{space 1}   -2.10{col 67}{space 3}0.035{col 75}{space 4}-.1300751{col 88}{space 3}-.0045904
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0338544{col 47}{space 2} .0338236{col 58}{space 1}   -1.00{col 67}{space 3}0.317{col 75}{space 4}-.1001473{col 88}{space 3} .0324386
{txt}{space 33} {c |}
{space 19}year_secschool {c |}
{space 28}1951  {c |}{col 35}{res}{space 2} .0608587{col 47}{space 2} .0343652{col 58}{space 1}    1.77{col 67}{space 3}0.077{col 75}{space 4} -.006496{col 88}{space 3} .1282133
{txt}{space 28}1952  {c |}{col 35}{res}{space 2}-.0253469{col 47}{space 2} .0364543{col 58}{space 1}   -0.70{col 67}{space 3}0.487{col 75}{space 4}-.0967959{col 88}{space 3} .0461022
{txt}{space 28}1953  {c |}{col 35}{res}{space 2} .0227021{col 47}{space 2} .0362867{col 58}{space 1}    0.63{col 67}{space 3}0.532{col 75}{space 4}-.0484185{col 88}{space 3} .0938228
{txt}{space 28}1954  {c |}{col 35}{res}{space 2} .0256557{col 47}{space 2} .0397456{col 58}{space 1}    0.65{col 67}{space 3}0.519{col 75}{space 4}-.0522442{col 88}{space 3} .1035556
{txt}{space 28}1955  {c |}{col 35}{res}{space 2} .0059542{col 47}{space 2} .0441642{col 58}{space 1}    0.13{col 67}{space 3}0.893{col 75}{space 4}-.0806061{col 88}{space 3} .0925144
{txt}{space 28}1956  {c |}{col 35}{res}{space 2} .0466234{col 47}{space 2} .0503526{col 58}{space 1}    0.93{col 67}{space 3}0.354{col 75}{space 4}-.0520659{col 88}{space 3} .1453128
{txt}{space 28}1957  {c |}{col 35}{res}{space 2} .0253243{col 47}{space 2} .0504028{col 58}{space 1}    0.50{col 67}{space 3}0.615{col 75}{space 4}-.0734634{col 88}{space 3}  .124112
{txt}{space 28}1958  {c |}{col 35}{res}{space 2} -.013865{col 47}{space 2} .0547512{col 58}{space 1}   -0.25{col 67}{space 3}0.800{col 75}{space 4}-.1211755{col 88}{space 3} .0934455
{txt}{space 28}1959  {c |}{col 35}{res}{space 2} .0773803{col 47}{space 2} .0582664{col 58}{space 1}    1.33{col 67}{space 3}0.184{col 75}{space 4}-.0368196{col 88}{space 3} .1915803
{txt}{space 28}1960  {c |}{col 35}{res}{space 2} .0695291{col 47}{space 2} .0626535{col 58}{space 1}    1.11{col 67}{space 3}0.267{col 75}{space 4}-.0532696{col 88}{space 3} .1923278
{txt}{space 28}1961  {c |}{col 35}{res}{space 2} .0526176{col 47}{space 2} .0674509{col 58}{space 1}    0.78{col 67}{space 3}0.435{col 75}{space 4}-.0795837{col 88}{space 3} .1848189
{txt}{space 28}1962  {c |}{col 35}{res}{space 2} .0699925{col 47}{space 2} .0729683{col 58}{space 1}    0.96{col 67}{space 3}0.337{col 75}{space 4}-.0730227{col 88}{space 3} .2130076
{txt}{space 28}1963  {c |}{col 35}{res}{space 2} .0485021{col 47}{space 2} .0775958{col 58}{space 1}    0.63{col 67}{space 3}0.532{col 75}{space 4}-.1035829{col 88}{space 3} .2005871
{txt}{space 28}1964  {c |}{col 35}{res}{space 2} .0524507{col 47}{space 2} .0832314{col 58}{space 1}    0.63{col 67}{space 3}0.529{col 75}{space 4}-.1106797{col 88}{space 3} .2155812
{txt}{space 28}1965  {c |}{col 35}{res}{space 2} .0400102{col 47}{space 2} .0883684{col 58}{space 1}    0.45{col 67}{space 3}0.651{col 75}{space 4}-.1331888{col 88}{space 3} .2132092
{txt}{space 28}1966  {c |}{col 35}{res}{space 2} .0456782{col 47}{space 2} .0928149{col 58}{space 1}    0.49{col 67}{space 3}0.623{col 75}{space 4}-.1362356{col 88}{space 3}  .227592
{txt}{space 28}1967  {c |}{col 35}{res}{space 2} .0462649{col 47}{space 2} .0967658{col 58}{space 1}    0.48{col 67}{space 3}0.633{col 75}{space 4}-.1433926{col 88}{space 3} .2359224
{txt}{space 28}1968  {c |}{col 35}{res}{space 2}  .094907{col 47}{space 2} .1019789{col 58}{space 1}    0.93{col 67}{space 3}0.352{col 75}{space 4} -.104968{col 88}{space 3} .2947819
{txt}{space 28}1969  {c |}{col 35}{res}{space 2} .0542386{col 47}{space 2} .1076683{col 58}{space 1}    0.50{col 67}{space 3}0.614{col 75}{space 4}-.1567875{col 88}{space 3} .2652646
{txt}{space 28}1970  {c |}{col 35}{res}{space 2} .0585235{col 47}{space 2}  .113095{col 58}{space 1}    0.52{col 67}{space 3}0.605{col 75}{space 4}-.1631387{col 88}{space 3} .2801857
{txt}{space 28}1971  {c |}{col 35}{res}{space 2} .1001796{col 47}{space 2} .1175275{col 58}{space 1}    0.85{col 67}{space 3}0.394{col 75}{space 4}-.1301701{col 88}{space 3} .3305294
{txt}{space 28}1972  {c |}{col 35}{res}{space 2} .0521544{col 47}{space 2} .1228292{col 58}{space 1}    0.42{col 67}{space 3}0.671{col 75}{space 4}-.1885863{col 88}{space 3} .2928952
{txt}{space 28}1973  {c |}{col 35}{res}{space 2} .1088253{col 47}{space 2} .1280627{col 58}{space 1}    0.85{col 67}{space 3}0.395{col 75}{space 4}-.1421729{col 88}{space 3} .3598235
{txt}{space 28}1974  {c |}{col 35}{res}{space 2} .0789499{col 47}{space 2} .1329403{col 58}{space 1}    0.59{col 67}{space 3}0.553{col 75}{space 4}-.1816083{col 88}{space 3}  .339508
{txt}{space 28}1975  {c |}{col 35}{res}{space 2} .0804805{col 47}{space 2} .1390271{col 58}{space 1}    0.58{col 67}{space 3}0.563{col 75}{space 4}-.1920076{col 88}{space 3} .3529686
{txt}{space 28}1976  {c |}{col 35}{res}{space 2} .0826175{col 47}{space 2} .1439514{col 58}{space 1}    0.57{col 67}{space 3}0.566{col 75}{space 4}-.1995221{col 88}{space 3} .3647571
{txt}{space 28}1977  {c |}{col 35}{res}{space 2} .0450684{col 47}{space 2} .1486887{col 58}{space 1}    0.30{col 67}{space 3}0.762{col 75}{space 4}-.2463561{col 88}{space 3} .3364928
{txt}{space 28}1978  {c |}{col 35}{res}{space 2} .0521328{col 47}{space 2} .1543904{col 58}{space 1}    0.34{col 67}{space 3}0.736{col 75}{space 4}-.2504668{col 88}{space 3} .3547323
{txt}{space 28}1979  {c |}{col 35}{res}{space 2} .0480725{col 47}{space 2} .1592366{col 58}{space 1}    0.30{col 67}{space 3}0.763{col 75}{space 4}-.2640255{col 88}{space 3} .3601705
{txt}{space 28}1980  {c |}{col 35}{res}{space 2} .0666927{col 47}{space 2} .1647217{col 58}{space 1}    0.40{col 67}{space 3}0.686{col 75}{space 4}-.2561558{col 88}{space 3} .3895413
{txt}{space 28}1981  {c |}{col 35}{res}{space 2} .0864675{col 47}{space 2} .1699615{col 58}{space 1}    0.51{col 67}{space 3}0.611{col 75}{space 4}-.2466509{col 88}{space 3}  .419586
{txt}{space 28}1982  {c |}{col 35}{res}{space 2} .0487381{col 47}{space 2} .1753362{col 58}{space 1}    0.28{col 67}{space 3}0.781{col 75}{space 4}-.2949144{col 88}{space 3} .3923907
{txt}{space 28}1983  {c |}{col 35}{res}{space 2} .0636936{col 47}{space 2} .1808369{col 58}{space 1}    0.35{col 67}{space 3}0.725{col 75}{space 4}-.2907401{col 88}{space 3} .4181274
{txt}{space 28}1984  {c |}{col 35}{res}{space 2} .0337224{col 47}{space 2} .1862804{col 58}{space 1}    0.18{col 67}{space 3}0.856{col 75}{space 4}-.3313804{col 88}{space 3} .3988252
{txt}{space 28}1985  {c |}{col 35}{res}{space 2} .0951841{col 47}{space 2}  .191164{col 58}{space 1}    0.50{col 67}{space 3}0.619{col 75}{space 4}-.2794905{col 88}{space 3} .4698587
{txt}{space 28}1986  {c |}{col 35}{res}{space 2} .0921734{col 47}{space 2} .1967082{col 58}{space 1}    0.47{col 67}{space 3}0.639{col 75}{space 4}-.2933677{col 88}{space 3} .4777144
{txt}{space 28}1987  {c |}{col 35}{res}{space 2} .0515919{col 47}{space 2} .2018598{col 58}{space 1}    0.26{col 67}{space 3}0.798{col 75}{space 4}-.3440461{col 88}{space 3} .4472299
{txt}{space 28}1988  {c |}{col 35}{res}{space 2} .0788002{col 47}{space 2} .2069388{col 58}{space 1}    0.38{col 67}{space 3}0.703{col 75}{space 4}-.3267923{col 88}{space 3} .4843928
{txt}{space 28}1989  {c |}{col 35}{res}{space 2} .0870435{col 47}{space 2} .2131693{col 58}{space 1}    0.41{col 67}{space 3}0.683{col 75}{space 4}-.3307606{col 88}{space 3} .5048476
{txt}{space 28}1990  {c |}{col 35}{res}{space 2} .0708308{col 47}{space 2} .2189361{col 58}{space 1}    0.32{col 67}{space 3}0.746{col 75}{space 4} -.358276{col 88}{space 3} .4999377
{txt}{space 28}1991  {c |}{col 35}{res}{space 2} .0520359{col 47}{space 2}  .222659{col 58}{space 1}    0.23{col 67}{space 3}0.815{col 75}{space 4}-.3843677{col 88}{space 3} .4884395
{txt}{space 28}1992  {c |}{col 35}{res}{space 2} .0704874{col 47}{space 2} .2277261{col 58}{space 1}    0.31{col 67}{space 3}0.757{col 75}{space 4}-.3758476{col 88}{space 3} .5168224
{txt}{space 28}1993  {c |}{col 35}{res}{space 2} .0893604{col 47}{space 2} .2334452{col 58}{space 1}    0.38{col 67}{space 3}0.702{col 75}{space 4}-.3681837{col 88}{space 3} .5469045
{txt}{space 28}1994  {c |}{col 35}{res}{space 2} .0594645{col 47}{space 2} .2385865{col 58}{space 1}    0.25{col 67}{space 3}0.803{col 75}{space 4}-.4081565{col 88}{space 3} .5270854
{txt}{space 28}1995  {c |}{col 35}{res}{space 2} .0832271{col 47}{space 2} .2439165{col 58}{space 1}    0.34{col 67}{space 3}0.733{col 75}{space 4}-.3948405{col 88}{space 3} .5612948
{txt}{space 28}1996  {c |}{col 35}{res}{space 2} .0705695{col 47}{space 2} .2498419{col 58}{space 1}    0.28{col 67}{space 3}0.778{col 75}{space 4}-.4191117{col 88}{space 3} .5602507
{txt}{space 28}1997  {c |}{col 35}{res}{space 2} .0772272{col 47}{space 2} .2543311{col 58}{space 1}    0.30{col 67}{space 3}0.761{col 75}{space 4}-.4212526{col 88}{space 3} .5757069
{txt}{space 28}1998  {c |}{col 35}{res}{space 2} .0693443{col 47}{space 2} .2600556{col 58}{space 1}    0.27{col 67}{space 3}0.790{col 75}{space 4}-.4403553{col 88}{space 3}  .579044
{txt}{space 28}1999  {c |}{col 35}{res}{space 2} .0145784{col 47}{space 2} .2652301{col 58}{space 1}    0.05{col 67}{space 3}0.956{col 75}{space 4}-.5052631{col 88}{space 3} .5344198
{txt}{space 28}2000  {c |}{col 35}{res}{space 2} .0910645{col 47}{space 2} .2711885{col 58}{space 1}    0.34{col 67}{space 3}0.737{col 75}{space 4}-.4404553{col 88}{space 3} .6225842
{txt}{space 28}2001  {c |}{col 35}{res}{space 2} .0626301{col 47}{space 2} .2769073{col 58}{space 1}    0.23{col 67}{space 3}0.821{col 75}{space 4}-.4800983{col 88}{space 3} .6053584
{txt}{space 28}2002  {c |}{col 35}{res}{space 2} .0615642{col 47}{space 2} .2817446{col 58}{space 1}    0.22{col 67}{space 3}0.827{col 75}{space 4} -.490645{col 88}{space 3} .6137734
{txt}{space 28}2003  {c |}{col 35}{res}{space 2} .0829163{col 47}{space 2}  .286497{col 58}{space 1}    0.29{col 67}{space 3}0.772{col 75}{space 4}-.4786076{col 88}{space 3} .6444402
{txt}{space 28}2004  {c |}{col 35}{res}{space 2} .0831838{col 47}{space 2} .2926158{col 58}{space 1}    0.28{col 67}{space 3}0.776{col 75}{space 4}-.4903325{col 88}{space 3} .6567001
{txt}{space 28}2005  {c |}{col 35}{res}{space 2} .0686875{col 47}{space 2} .2979419{col 58}{space 1}    0.23{col 67}{space 3}0.818{col 75}{space 4}-.5152679{col 88}{space 3}  .652643
{txt}{space 28}2006  {c |}{col 35}{res}{space 2} .0054764{col 47}{space 2} .3036697{col 58}{space 1}    0.02{col 67}{space 3}0.986{col 75}{space 4}-.5897052{col 88}{space 3}  .600658
{txt}{space 28}2007  {c |}{col 35}{res}{space 2} .0565338{col 47}{space 2} .3082902{col 58}{space 1}    0.18{col 67}{space 3}0.855{col 75}{space 4}-.5477038{col 88}{space 3} .6607714
{txt}{space 28}2008  {c |}{col 35}{res}{space 2} .0360789{col 47}{space 2} .3138899{col 58}{space 1}    0.11{col 67}{space 3}0.908{col 75}{space 4}-.5791341{col 88}{space 3} .6512919
{txt}{space 28}2009  {c |}{col 35}{res}{space 2} .0406482{col 47}{space 2} .3192244{col 58}{space 1}    0.13{col 67}{space 3}0.899{col 75}{space 4}-.5850201{col 88}{space 3} .6663164
{txt}{space 33} {c |}
{space 29}year {c |}
{space 28}2018  {c |}{col 35}{res}{space 2}  .003226{col 47}{space 2} .0547141{col 58}{space 1}    0.06{col 67}{space 3}0.953{col 75}{space 4}-.1040117{col 88}{space 3} .1104637
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.0836724{col 47}{space 2}  .365166{col 58}{space 1}   -0.23{col 67}{space 3}0.819{col 75}{space 4}-.7993846{col 88}{space 3} .6320398
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}{hline 29}{c TT}{hline 48}
{col 3}Random-effects parameters{col 30}{c |}{col 34}Estimate{col 45}Std. err.{col 59}[95% conf. interval]
{hline 29}{c +}{hline 48}
{res}BuLaYouth{txt}: Independent{col 30}{c |}
{space 17}var(2.IEdu) {c |}{res}{col 33} 7.67e-10{col 44} .0000265{col 58}        0{col 70}        .
{txt}{space 17}var(3.IEdu) {c |}{res}{col 33} 9.56e-12{col 44} 5.68e-09{col 58}        0{col 70}        .
{txt}{space 18}var(_cons) {c |}{res}{col 33} .0009524{col 44} .0005923{col 58} .0002815{col 70} .0032225
{txt}{hline 29}{c +}{hline 48}
{col 16}var(Residual){col 30}{c |}{res}{col 33} .0233782{col 44} .0005772{col 58} .0222739{col 70} .0245373
{txt}{hline 29}{c BT}{hline 48}
LR test vs. linear model:{col 27}chi2({res}3{txt}) = {res}14.08{col 59}{txt}Prob > chi2 ={col 73}{res}0.0028

{txt}{p 0 6 4}Note: {help j_mixedlr##|_new:LR test is conservative} and provided only for reference.{p_end}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, fixed portion, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0362514{col 38}{space 2} .0301285{col 49}{space 1}    1.20{col 58}{space 3}0.229{col 66}{space 4}-.0227993{col 79}{space 3} .0953021
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0310813{col 38}{space 2} .0241522{col 49}{space 1}   -1.29{col 58}{space 3}0.198{col 66}{space 4}-.0784188{col 79}{space 3} .0162561
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0023971{col 38}{space 2} .0266137{col 49}{space 1}    0.09{col 58}{space 3}0.928{col 66}{space 4}-.0497648{col 79}{space 3}  .054559
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    543{txt}){col 67}= {res}     30.92
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2005
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1789
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1220
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.1530

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0507859{col 47}{space 2} .0263787{col 58}{space 1}    1.93{col 67}{space 3}0.055{col 75}{space 4}-.0010309{col 88}{space 3} .1026027
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0496315{col 47}{space 2} .0070883{col 58}{space 1}    7.00{col 67}{space 3}0.000{col 75}{space 4} .0357077{col 88}{space 3} .0635553
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1057591{col 47}{space 2} .0085479{col 58}{space 1}   12.37{col 67}{space 3}0.000{col 75}{space 4} .0889682{col 88}{space 3} .1225501
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0076433{col 47}{space 2} .0060441{col 58}{space 1}    1.26{col 67}{space 3}0.207{col 75}{space 4}-.0042294{col 88}{space 3} .0195159
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000536{col 47}{space 2} .0000204{col 58}{space 1}   -2.63{col 67}{space 3}0.009{col 75}{space 4}-.0000937{col 88}{space 3}-.0000136
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0281332{col 47}{space 2} .0051083{col 58}{space 1}   -5.51{col 67}{space 3}0.000{col 75}{space 4}-.0381676{col 88}{space 3}-.0180987
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0987245{col 47}{space 2} .0203029{col 58}{space 1}    4.86{col 67}{space 3}0.000{col 75}{space 4} .0588426{col 88}{space 3} .1386063
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0221987{col 47}{space 2} .0078272{col 58}{space 1}    2.84{col 67}{space 3}0.005{col 75}{space 4} .0068234{col 88}{space 3} .0375739
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0432026{col 47}{space 2} .0120118{col 58}{space 1}    3.60{col 67}{space 3}0.000{col 75}{space 4} .0196073{col 88}{space 3} .0667978
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0278681{col 47}{space 2} .0094775{col 58}{space 1}    2.94{col 67}{space 3}0.003{col 75}{space 4}  .009251{col 88}{space 3} .0464852
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0211065{col 47}{space 2} .0150406{col 58}{space 1}    1.40{col 67}{space 3}0.161{col 75}{space 4}-.0084385{col 88}{space 3} .0506515
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2}-9.93e-09{col 47}{space 2} 2.67e-08{col 58}{space 1}   -0.37{col 67}{space 3}0.710{col 75}{space 4}-6.24e-08{col 88}{space 3} 4.25e-08
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000409{col 47}{space 2} .0000917{col 58}{space 1}   -0.45{col 67}{space 3}0.655{col 75}{space 4} -.000221{col 88}{space 3} .0001392
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0805288{col 47}{space 2}  .030876{col 58}{space 1}   -2.61{col 67}{space 3}0.009{col 75}{space 4}-.1411798{col 88}{space 3}-.0198778
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0432347{col 47}{space 2}  .033698{col 58}{space 1}   -1.28{col 67}{space 3}0.200{col 75}{space 4}-.1094291{col 88}{space 3} .0229597
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.0453391{col 47}{space 2} .2577402{col 58}{space 1}   -0.18{col 67}{space 3}0.860{col 75}{space 4} -.551629{col 88}{space 3} .4609508
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0507859{col 38}{space 2} .0263787{col 49}{space 1}    1.93{col 58}{space 3}0.054{col 66}{space 4}-.0009154{col 79}{space 3} .1024872
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0297429{col 38}{space 2} .0216944{col 49}{space 1}   -1.37{col 58}{space 3}0.170{col 66}{space 4}-.0722632{col 79}{space 3} .0127773
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0075511{col 38}{space 2} .0272183{col 49}{space 1}    0.28{col 58}{space 3}0.781{col 66}{space 4}-.0457957{col 79}{space 3}  .060898
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 8 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    543{txt}){col 67}= {res}     31.89
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2057
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1805
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1230
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.1529

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0851325{col 47}{space 2} .0319596{col 58}{space 1}    2.66{col 67}{space 3}0.008{col 75}{space 4} .0223529{col 88}{space 3} .1479122
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0493441{col 47}{space 2} .0070676{col 58}{space 1}    6.98{col 67}{space 3}0.000{col 75}{space 4} .0354609{col 88}{space 3} .0632272
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1055004{col 47}{space 2} .0085467{col 58}{space 1}   12.34{col 67}{space 3}0.000{col 75}{space 4} .0887117{col 88}{space 3}  .122289
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0219658{col 47}{space 2} .0078782{col 58}{space 1}    2.79{col 67}{space 3}0.005{col 75}{space 4} .0064903{col 88}{space 3} .0374412
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0426954{col 47}{space 2}  .012109{col 58}{space 1}    3.53{col 67}{space 3}0.000{col 75}{space 4} .0189093{col 88}{space 3} .0664815
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0265578{col 47}{space 2} .0094628{col 58}{space 1}    2.81{col 67}{space 3}0.005{col 75}{space 4} .0079697{col 88}{space 3} .0451459
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0209061{col 47}{space 2} .0151137{col 58}{space 1}    1.38{col 67}{space 3}0.167{col 75}{space 4}-.0087824{col 88}{space 3} .0505945
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0079365{col 47}{space 2} .0060594{col 58}{space 1}    1.31{col 67}{space 3}0.191{col 75}{space 4}-.0039663{col 88}{space 3} .0198393
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} -.000053{col 47}{space 2} .0000204{col 58}{space 1}   -2.60{col 67}{space 3}0.010{col 75}{space 4} -.000093{col 88}{space 3} -.000013
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0286004{col 47}{space 2} .0051364{col 58}{space 1}   -5.57{col 67}{space 3}0.000{col 75}{space 4}-.0386901{col 88}{space 3}-.0185108
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1016126{col 47}{space 2} .0206025{col 58}{space 1}    4.93{col 67}{space 3}0.000{col 75}{space 4} .0611422{col 88}{space 3} .1420831
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.14e-07{col 47}{space 2} 5.36e-08{col 58}{space 1}    2.13{col 67}{space 3}0.033{col 75}{space 4} 9.12e-09{col 88}{space 3} 2.20e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} 4.75e-06{col 47}{space 2} .0001023{col 58}{space 1}    0.05{col 67}{space 3}0.963{col 75}{space 4}-.0001962{col 88}{space 3} .0002057
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0842626{col 47}{space 2} .0309777{col 58}{space 1}   -2.72{col 67}{space 3}0.007{col 75}{space 4}-.1451134{col 88}{space 3}-.0234119
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0442044{col 47}{space 2} .0338249{col 58}{space 1}   -1.31{col 67}{space 3}0.192{col 75}{space 4} -.110648{col 88}{space 3} .0222392
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.0556188{col 47}{space 2} .2584779{col 58}{space 1}   -0.22{col 67}{space 3}0.830{col 75}{space 4}-.5633578{col 88}{space 3} .4521203
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 28}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}                Absorbed FE{col 29}{c |} Categories{col 42} - Redundant{col 54}  = Num. Coefs{col 69}{c |}
{res}{col 1}{text}{hline 28}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}             year_secschool{col 29}{c |}{space 1}       60{col 42}{space 1}        0{col 54}{result}{space 1}       60{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                       year{col 29}{c |}{space 1}        2{col 42}{space 1}        1{col 54}{result}{space 1}        1{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                  BuLaYouth{col 29}{c |}{space 1}       15{col 42}{space 1}        1{col 54}{result}{space 1}       14{col 68}{text}?{col 69}{c |}
{res}{col 1}{text} BuLaYouth#c.year_secschool{col 29}{c |}{space 1}       15{col 42}{space 1}        0{col 54}{result}{space 1}       15{col 68}{text}?{col 69}{c |}
{res}{col 1}{text}{hline 28}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0851325{col 38}{space 2} .0319596{col 49}{space 1}    2.66{col 58}{space 3}0.008{col 66}{space 4} .0224928{col 79}{space 3} .1477722
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} .0008699{col 38}{space 2} .0270074{col 49}{space 1}    0.03{col 58}{space 3}0.974{col 66}{space 4}-.0520637{col 79}{space 3} .0538034
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0409281{col 38}{space 2} .0321787{col 49}{space 1}    1.27{col 58}{space 3}0.203{col 66}{space 4} -.022141{col 79}{space 3} .1039973
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}     27.91
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1929
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1733
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1316
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.1536

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0214145{col 47}{space 2} .0434258{col 58}{space 1}   -0.49{col 67}{space 3}0.622{col 75}{space 4}-.1067178{col 88}{space 3} .0638887
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0354828{col 47}{space 2} .0288928{col 58}{space 1}    1.23{col 67}{space 3}0.220{col 75}{space 4}-.0212726{col 88}{space 3} .0922383
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0396289{col 47}{space 2} .0101472{col 58}{space 1}    3.91{col 67}{space 3}0.000{col 75}{space 4} .0196964{col 88}{space 3} .0595615
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0762361{col 47}{space 2} .0128293{col 58}{space 1}    5.94{col 67}{space 3}0.000{col 75}{space 4} .0510349{col 88}{space 3} .1014373
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0221175{col 47}{space 2} .0076986{col 58}{space 1}    2.87{col 67}{space 3}0.004{col 75}{space 4} .0069949{col 88}{space 3} .0372401
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0438989{col 47}{space 2} .0121476{col 58}{space 1}    3.61{col 67}{space 3}0.000{col 75}{space 4} .0200369{col 88}{space 3} .0677609
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0289261{col 47}{space 2} .0094064{col 58}{space 1}    3.08{col 67}{space 3}0.002{col 75}{space 4} .0104488{col 88}{space 3} .0474034
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0209869{col 47}{space 2} .0150629{col 58}{space 1}    1.39{col 67}{space 3}0.164{col 75}{space 4}-.0086018{col 88}{space 3} .0505756
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0084152{col 47}{space 2} .0060398{col 58}{space 1}    1.39{col 67}{space 3}0.164{col 75}{space 4} -.003449{col 88}{space 3} .0202793
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000509{col 47}{space 2} .0000205{col 58}{space 1}   -2.48{col 67}{space 3}0.013{col 75}{space 4}-.0000912{col 88}{space 3}-.0000106
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0270022{col 47}{space 2} .0051586{col 58}{space 1}   -5.23{col 67}{space 3}0.000{col 75}{space 4}-.0371355{col 88}{space 3}-.0168689
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0948359{col 47}{space 2} .0200919{col 58}{space 1}    4.72{col 67}{space 3}0.000{col 75}{space 4} .0553685{col 88}{space 3} .1343033
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0570775{col 47}{space 2} .0343122{col 58}{space 1}    1.66{col 67}{space 3}0.097{col 75}{space 4}-.0103234{col 88}{space 3} .1244784
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1333778{col 47}{space 2} .0381462{col 58}{space 1}    3.50{col 67}{space 3}0.001{col 75}{space 4} .0584457{col 88}{space 3} .2083099
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0638889{col 47}{space 2} .0313956{col 58}{space 1}   -2.03{col 67}{space 3}0.042{col 75}{space 4}-.1255606{col 88}{space 3}-.0022172
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0331929{col 47}{space 2} .0340982{col 58}{space 1}   -0.97{col 67}{space 3}0.331{col 75}{space 4}-.1001734{col 88}{space 3} .0337875
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-6.31e-08{col 47}{space 2} 2.17e-08{col 58}{space 1}   -2.91{col 67}{space 3}0.004{col 75}{space 4}-1.06e-07{col 88}{space 3}-2.05e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.15e-09{col 47}{space 2} 2.62e-08{col 58}{space 1}    0.27{col 67}{space 3}0.785{col 75}{space 4}-4.43e-08{col 88}{space 3} 5.86e-08
{txt}{space 23}B_leftvote {c |}{col 35}{res}{space 2}-.0028425{col 47}{space 2} .0010344{col 58}{space 1}   -2.75{col 67}{space 3}0.006{col 75}{space 4}-.0048744{col 88}{space 3}-.0008106
{txt}{space 23}W_leftvote {c |}{col 35}{res}{space 2} .0002996{col 47}{space 2} .0008188{col 58}{space 1}    0.37{col 67}{space 3}0.715{col 75}{space 4}-.0013088{col 88}{space 3}  .001908
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .0530025{col 47}{space 2} .2579075{col 58}{space 1}    0.21{col 67}{space 3}0.837{col 75}{space 4}-.4536161{col 88}{space 3} .5596212
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0354828{col 38}{space 2} .0288928{col 49}{space 1}    1.23{col 58}{space 3}0.219{col 66}{space 4}-.0211461{col 79}{space 3} .0921118
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0284061{col 38}{space 2} .0229187{col 49}{space 1}   -1.24{col 58}{space 3}0.215{col 66}{space 4}-.0733259{col 79}{space 3} .0165137
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0022899{col 38}{space 2} .0281705{col 49}{space 1}    0.08{col 58}{space 3}0.935{col 66}{space 4}-.0529232{col 79}{space 3}  .057503
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Performing EM optimization ...
{res}
{txt}Performing gradient-based optimization: 
{res}{txt}Iteration 0:{space 2}Log restricted-likelihood = {res: 1218.3671}  
Iteration 1:{space 2}Log restricted-likelihood = {res: 1218.8062}  
Iteration 2:{space 2}Log restricted-likelihood = {res: 1219.0259}  
Iteration 3:{space 2}Log restricted-likelihood = {res: 1219.0429}  
Iteration 4:{space 2}Log restricted-likelihood = {res: 1219.0429}  
{res}
{txt}Computing standard errors ...
{res}
{txt}Mixed-effects REML regression{col 54}Number of obs{col 70} = {res} 3,264
{txt}Group variable: {res}BuLaYouth{col 54}{txt}Number of groups{col 70} = {res}    15
{txt}{col 54}Obs per group:
{col 67}min = {res}    31
{txt}{col 67}avg = {res} 217.6
{txt}{col 67}max = {res}   772
{col 54}{txt}Wald chi2({res}80{txt}){col 70} = {res}676.70
{txt}Log restricted-likelihood = {res} 1219.0429{col 54}{txt}Prob > chi2{col 70} = {res}0.0000

{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  Std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0179085{col 47}{space 2} .0620777{col 58}{space 1}    0.29{col 67}{space 3}0.773{col 75}{space 4}-.1037616{col 88}{space 3} .1395786
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0979638{col 47}{space 2} .0349321{col 58}{space 1}    2.80{col 67}{space 3}0.005{col 75}{space 4} .0294982{col 88}{space 3} .1664294
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0334043{col 47}{space 2} .0129511{col 58}{space 1}    2.58{col 67}{space 3}0.010{col 75}{space 4} .0080206{col 88}{space 3}  .058788
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0801764{col 47}{space 2} .0151435{col 58}{space 1}    5.29{col 67}{space 3}0.000{col 75}{space 4} .0504956{col 88}{space 3} .1098571
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0026527{col 47}{space 2} .0057547{col 58}{space 1}    0.46{col 67}{space 3}0.645{col 75}{space 4}-.0086264{col 88}{space 3} .0139318
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000174{col 47}{space 2} .0000207{col 58}{space 1}   -0.84{col 67}{space 3}0.401{col 75}{space 4}-.0000579{col 88}{space 3} .0000232
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0216351{col 47}{space 2} .0055003{col 58}{space 1}   -3.93{col 67}{space 3}0.000{col 75}{space 4}-.0324155{col 88}{space 3}-.0108547
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1012965{col 47}{space 2}  .019039{col 58}{space 1}    5.32{col 67}{space 3}0.000{col 75}{space 4} .0639807{col 88}{space 3} .1386124
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0345458{col 47}{space 2} .0074956{col 58}{space 1}    4.61{col 67}{space 3}0.000{col 75}{space 4} .0198547{col 88}{space 3} .0492369
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0627837{col 47}{space 2} .0114492{col 58}{space 1}    5.48{col 67}{space 3}0.000{col 75}{space 4} .0403437{col 88}{space 3} .0852237
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0311738{col 47}{space 2} .0092956{col 58}{space 1}    3.35{col 67}{space 3}0.001{col 75}{space 4} .0129547{col 88}{space 3} .0493929
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0235085{col 47}{space 2} .0138274{col 58}{space 1}    1.70{col 67}{space 3}0.089{col 75}{space 4}-.0035927{col 88}{space 3} .0506097
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-6.56e-08{col 47}{space 2} 8.36e-08{col 58}{space 1}   -0.78{col 67}{space 3}0.433{col 75}{space 4}-2.30e-07{col 88}{space 3} 9.83e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.15e-08{col 47}{space 2} 2.96e-08{col 58}{space 1}    0.39{col 67}{space 3}0.698{col 75}{space 4}-4.66e-08{col 88}{space 3} 6.96e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0000247{col 47}{space 2} .0005479{col 58}{space 1}   -0.05{col 67}{space 3}0.964{col 75}{space 4}-.0010985{col 88}{space 3} .0010491
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000139{col 47}{space 2} .0001058{col 58}{space 1}   -0.13{col 67}{space 3}0.896{col 75}{space 4}-.0002213{col 88}{space 3} .0001935
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0495414{col 47}{space 2} .0361014{col 58}{space 1}   -1.37{col 67}{space 3}0.170{col 75}{space 4}-.1202988{col 88}{space 3}  .021216
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0595752{col 47}{space 2} .0436491{col 58}{space 1}    1.36{col 67}{space 3}0.172{col 75}{space 4}-.0259756{col 88}{space 3} .1451259
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0954445{col 47}{space 2} .0362368{col 58}{space 1}   -2.63{col 67}{space 3}0.008{col 75}{space 4}-.1664673{col 88}{space 3}-.0244217
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}  -.16493{col 47}{space 2} .0409368{col 58}{space 1}   -4.03{col 67}{space 3}0.000{col 75}{space 4}-.2451646{col 88}{space 3}-.0846955
{txt}{space 33} {c |}
{space 19}year_secschool {c |}
{space 28}1951  {c |}{col 35}{res}{space 2} .0257996{col 47}{space 2}  .035272{col 58}{space 1}    0.73{col 67}{space 3}0.465{col 75}{space 4}-.0433322{col 88}{space 3} .0949314
{txt}{space 28}1952  {c |}{col 35}{res}{space 2}-.0342004{col 47}{space 2} .0370133{col 58}{space 1}   -0.92{col 67}{space 3}0.355{col 75}{space 4}-.1067452{col 88}{space 3} .0383443
{txt}{space 28}1953  {c |}{col 35}{res}{space 2} .0147188{col 47}{space 2} .0369063{col 58}{space 1}    0.40{col 67}{space 3}0.690{col 75}{space 4}-.0576161{col 88}{space 3} .0870538
{txt}{space 28}1954  {c |}{col 35}{res}{space 2} .0213461{col 47}{space 2} .0405942{col 58}{space 1}    0.53{col 67}{space 3}0.599{col 75}{space 4} -.058217{col 88}{space 3} .1009093
{txt}{space 28}1955  {c |}{col 35}{res}{space 2}-.0080528{col 47}{space 2} .0451067{col 58}{space 1}   -0.18{col 67}{space 3}0.858{col 75}{space 4}-.0964603{col 88}{space 3} .0803546
{txt}{space 28}1956  {c |}{col 35}{res}{space 2} .0426007{col 47}{space 2} .0516278{col 58}{space 1}    0.83{col 67}{space 3}0.409{col 75}{space 4}-.0585879{col 88}{space 3} .1437893
{txt}{space 28}1957  {c |}{col 35}{res}{space 2} .0063021{col 47}{space 2} .0515308{col 58}{space 1}    0.12{col 67}{space 3}0.903{col 75}{space 4}-.0946965{col 88}{space 3} .1073006
{txt}{space 28}1958  {c |}{col 35}{res}{space 2}-.0290973{col 47}{space 2} .0559125{col 58}{space 1}   -0.52{col 67}{space 3}0.603{col 75}{space 4}-.1386838{col 88}{space 3} .0804892
{txt}{space 28}1959  {c |}{col 35}{res}{space 2} .0619916{col 47}{space 2}  .059804{col 58}{space 1}    1.04{col 67}{space 3}0.300{col 75}{space 4}-.0552221{col 88}{space 3} .1792053
{txt}{space 28}1960  {c |}{col 35}{res}{space 2} .0615725{col 47}{space 2} .0641979{col 58}{space 1}    0.96{col 67}{space 3}0.338{col 75}{space 4}-.0642531{col 88}{space 3}  .187398
{txt}{space 28}1961  {c |}{col 35}{res}{space 2} .0529357{col 47}{space 2}  .069056{col 58}{space 1}    0.77{col 67}{space 3}0.443{col 75}{space 4}-.0824116{col 88}{space 3} .1882831
{txt}{space 28}1962  {c |}{col 35}{res}{space 2} .0477838{col 47}{space 2} .0747873{col 58}{space 1}    0.64{col 67}{space 3}0.523{col 75}{space 4}-.0987966{col 88}{space 3} .1943642
{txt}{space 28}1963  {c |}{col 35}{res}{space 2} .0397302{col 47}{space 2} .0793381{col 58}{space 1}    0.50{col 67}{space 3}0.617{col 75}{space 4}-.1157697{col 88}{space 3} .1952301
{txt}{space 28}1964  {c |}{col 35}{res}{space 2} .0334756{col 47}{space 2} .0855356{col 58}{space 1}    0.39{col 67}{space 3}0.696{col 75}{space 4}-.1341711{col 88}{space 3} .2011223
{txt}{space 28}1965  {c |}{col 35}{res}{space 2}   .03253{col 47}{space 2} .0903185{col 58}{space 1}    0.36{col 67}{space 3}0.719{col 75}{space 4}-.1444911{col 88}{space 3} .2095511
{txt}{space 28}1966  {c |}{col 35}{res}{space 2} .0546025{col 47}{space 2} .0949757{col 58}{space 1}    0.57{col 67}{space 3}0.565{col 75}{space 4}-.1315464{col 88}{space 3} .2407515
{txt}{space 28}1967  {c |}{col 35}{res}{space 2} .0409521{col 47}{space 2}   .09894{col 58}{space 1}    0.41{col 67}{space 3}0.679{col 75}{space 4}-.1529667{col 88}{space 3}  .234871
{txt}{space 28}1968  {c |}{col 35}{res}{space 2} .0832218{col 47}{space 2} .1043193{col 58}{space 1}    0.80{col 67}{space 3}0.425{col 75}{space 4}-.1212403{col 88}{space 3} .2876838
{txt}{space 28}1969  {c |}{col 35}{res}{space 2} .0438302{col 47}{space 2} .1100577{col 58}{space 1}    0.40{col 67}{space 3}0.690{col 75}{space 4} -.171879{col 88}{space 3} .2595394
{txt}{space 28}1970  {c |}{col 35}{res}{space 2} .0538321{col 47}{space 2} .1156854{col 58}{space 1}    0.47{col 67}{space 3}0.642{col 75}{space 4}-.1729071{col 88}{space 3} .2805713
{txt}{space 28}1971  {c |}{col 35}{res}{space 2} .0851351{col 47}{space 2} .1202141{col 58}{space 1}    0.71{col 67}{space 3}0.479{col 75}{space 4}-.1504803{col 88}{space 3} .3207505
{txt}{space 28}1972  {c |}{col 35}{res}{space 2} .0469565{col 47}{space 2} .1255803{col 58}{space 1}    0.37{col 67}{space 3}0.708{col 75}{space 4}-.1991763{col 88}{space 3} .2930894
{txt}{space 28}1973  {c |}{col 35}{res}{space 2} .0930587{col 47}{space 2} .1309341{col 58}{space 1}    0.71{col 67}{space 3}0.477{col 75}{space 4}-.1635675{col 88}{space 3} .3496848
{txt}{space 28}1974  {c |}{col 35}{res}{space 2} .0630893{col 47}{space 2} .1358613{col 58}{space 1}    0.46{col 67}{space 3}0.642{col 75}{space 4} -.203194{col 88}{space 3} .3293725
{txt}{space 28}1975  {c |}{col 35}{res}{space 2} .0582624{col 47}{space 2} .1420611{col 58}{space 1}    0.41{col 67}{space 3}0.682{col 75}{space 4}-.2201724{col 88}{space 3} .3366971
{txt}{space 28}1976  {c |}{col 35}{res}{space 2} .0693844{col 47}{space 2} .1471165{col 58}{space 1}    0.47{col 67}{space 3}0.637{col 75}{space 4}-.2189587{col 88}{space 3} .3577274
{txt}{space 28}1977  {c |}{col 35}{res}{space 2}  .022342{col 47}{space 2} .1520425{col 58}{space 1}    0.15{col 67}{space 3}0.883{col 75}{space 4}-.2756558{col 88}{space 3} .3203398
{txt}{space 28}1978  {c |}{col 35}{res}{space 2} .0308332{col 47}{space 2} .1578054{col 58}{space 1}    0.20{col 67}{space 3}0.845{col 75}{space 4}-.2784597{col 88}{space 3} .3401261
{txt}{space 28}1979  {c |}{col 35}{res}{space 2} .0222531{col 47}{space 2} .1627841{col 58}{space 1}    0.14{col 67}{space 3}0.891{col 75}{space 4}-.2967979{col 88}{space 3} .3413041
{txt}{space 28}1980  {c |}{col 35}{res}{space 2} .0491982{col 47}{space 2} .1682724{col 58}{space 1}    0.29{col 67}{space 3}0.770{col 75}{space 4}-.2806096{col 88}{space 3} .3790061
{txt}{space 28}1981  {c |}{col 35}{res}{space 2} .0662997{col 47}{space 2} .1736015{col 58}{space 1}    0.38{col 67}{space 3}0.703{col 75}{space 4} -.273953{col 88}{space 3} .4065524
{txt}{space 28}1982  {c |}{col 35}{res}{space 2}  .027554{col 47}{space 2}  .179148{col 58}{space 1}    0.15{col 67}{space 3}0.878{col 75}{space 4}-.3235696{col 88}{space 3} .3786775
{txt}{space 28}1983  {c |}{col 35}{res}{space 2} .0242352{col 47}{space 2} .1849353{col 58}{space 1}    0.13{col 67}{space 3}0.896{col 75}{space 4}-.3382313{col 88}{space 3} .3867017
{txt}{space 28}1984  {c |}{col 35}{res}{space 2}-.0015795{col 47}{space 2} .1904697{col 58}{space 1}   -0.01{col 67}{space 3}0.993{col 75}{space 4}-.3748933{col 88}{space 3} .3717342
{txt}{space 28}1985  {c |}{col 35}{res}{space 2}  .052993{col 47}{space 2}  .195328{col 58}{space 1}    0.27{col 67}{space 3}0.786{col 75}{space 4}-.3298428{col 88}{space 3} .4358289
{txt}{space 28}1986  {c |}{col 35}{res}{space 2} .0570309{col 47}{space 2} .2011024{col 58}{space 1}    0.28{col 67}{space 3}0.777{col 75}{space 4}-.3371226{col 88}{space 3} .4511843
{txt}{space 28}1987  {c |}{col 35}{res}{space 2} .0094969{col 47}{space 2} .2062177{col 58}{space 1}    0.05{col 67}{space 3}0.963{col 75}{space 4}-.3946824{col 88}{space 3} .4136763
{txt}{space 28}1988  {c |}{col 35}{res}{space 2} .0406643{col 47}{space 2} .2116746{col 58}{space 1}    0.19{col 67}{space 3}0.848{col 75}{space 4}-.3742104{col 88}{space 3}  .455539
{txt}{space 28}1989  {c |}{col 35}{res}{space 2} .0373916{col 47}{space 2} .2178251{col 58}{space 1}    0.17{col 67}{space 3}0.864{col 75}{space 4}-.3895377{col 88}{space 3} .4643209
{txt}{space 28}1990  {c |}{col 35}{res}{space 2} .0300941{col 47}{space 2} .2237484{col 58}{space 1}    0.13{col 67}{space 3}0.893{col 75}{space 4}-.4084447{col 88}{space 3} .4686329
{txt}{space 28}1991  {c |}{col 35}{res}{space 2} .0050849{col 47}{space 2} .2274834{col 58}{space 1}    0.02{col 67}{space 3}0.982{col 75}{space 4}-.4407744{col 88}{space 3} .4509442
{txt}{space 28}1992  {c |}{col 35}{res}{space 2} .0249491{col 47}{space 2} .2326505{col 58}{space 1}    0.11{col 67}{space 3}0.915{col 75}{space 4}-.4310376{col 88}{space 3} .4809358
{txt}{space 28}1993  {c |}{col 35}{res}{space 2}  .027929{col 47}{space 2} .2386439{col 58}{space 1}    0.12{col 67}{space 3}0.907{col 75}{space 4}-.4398044{col 88}{space 3} .4956623
{txt}{space 28}1994  {c |}{col 35}{res}{space 2} .0123337{col 47}{space 2} .2438046{col 58}{space 1}    0.05{col 67}{space 3}0.960{col 75}{space 4}-.4655146{col 88}{space 3}  .490182
{txt}{space 28}1995  {c |}{col 35}{res}{space 2} .0303364{col 47}{space 2} .2491717{col 58}{space 1}    0.12{col 67}{space 3}0.903{col 75}{space 4}-.4580312{col 88}{space 3}  .518704
{txt}{space 28}1996  {c |}{col 35}{res}{space 2} .0076123{col 47}{space 2} .2551925{col 58}{space 1}    0.03{col 67}{space 3}0.976{col 75}{space 4}-.4925557{col 88}{space 3} .5077804
{txt}{space 28}1997  {c |}{col 35}{res}{space 2} .0108028{col 47}{space 2} .2598749{col 58}{space 1}    0.04{col 67}{space 3}0.967{col 75}{space 4}-.4985427{col 88}{space 3} .5201482
{txt}{space 28}1998  {c |}{col 35}{res}{space 2} .0010075{col 47}{space 2} .2656637{col 58}{space 1}    0.00{col 67}{space 3}0.997{col 75}{space 4}-.5196838{col 88}{space 3} .5216988
{txt}{space 28}1999  {c |}{col 35}{res}{space 2}-.0661722{col 47}{space 2} .2709268{col 58}{space 1}   -0.24{col 67}{space 3}0.807{col 75}{space 4}-.5971789{col 88}{space 3} .4648346
{txt}{space 28}2000  {c |}{col 35}{res}{space 2} .0190552{col 47}{space 2} .2770138{col 58}{space 1}    0.07{col 67}{space 3}0.945{col 75}{space 4}-.5238819{col 88}{space 3} .5619923
{txt}{space 28}2001  {c |}{col 35}{res}{space 2}-.0010481{col 47}{space 2} .2830398{col 58}{space 1}   -0.00{col 67}{space 3}0.997{col 75}{space 4}-.5557959{col 88}{space 3} .5536996
{txt}{space 28}2002  {c |}{col 35}{res}{space 2}-.0084856{col 47}{space 2} .2879084{col 58}{space 1}   -0.03{col 67}{space 3}0.976{col 75}{space 4}-.5727757{col 88}{space 3} .5558045
{txt}{space 28}2003  {c |}{col 35}{res}{space 2}  .015754{col 47}{space 2} .2927916{col 58}{space 1}    0.05{col 67}{space 3}0.957{col 75}{space 4}-.5581069{col 88}{space 3} .5896149
{txt}{space 28}2004  {c |}{col 35}{res}{space 2} .0084056{col 47}{space 2} .2989221{col 58}{space 1}    0.03{col 67}{space 3}0.978{col 75}{space 4} -.577471{col 88}{space 3} .5942821
{txt}{space 28}2005  {c |}{col 35}{res}{space 2} .0052867{col 47}{space 2} .3043629{col 58}{space 1}    0.02{col 67}{space 3}0.986{col 75}{space 4}-.5912536{col 88}{space 3} .6018271
{txt}{space 28}2006  {c |}{col 35}{res}{space 2}-.0649521{col 47}{space 2} .3102503{col 58}{space 1}   -0.21{col 67}{space 3}0.834{col 75}{space 4}-.6730315{col 88}{space 3} .5431273
{txt}{space 28}2007  {c |}{col 35}{res}{space 2}-.0015525{col 47}{space 2}  .315007{col 58}{space 1}   -0.00{col 67}{space 3}0.996{col 75}{space 4}-.6189549{col 88}{space 3} .6158499
{txt}{space 28}2008  {c |}{col 35}{res}{space 2}-.0367566{col 47}{space 2} .3207271{col 58}{space 1}   -0.11{col 67}{space 3}0.909{col 75}{space 4}-.6653702{col 88}{space 3}  .591857
{txt}{space 28}2009  {c |}{col 35}{res}{space 2}-.0414171{col 47}{space 2} .3261945{col 58}{space 1}   -0.13{col 67}{space 3}0.899{col 75}{space 4}-.6807465{col 88}{space 3} .5979124
{txt}{space 33} {c |}
{space 29}year {c |}
{space 28}2018  {c |}{col 35}{res}{space 2} .0194061{col 47}{space 2} .0558987{col 58}{space 1}    0.35{col 67}{space 3}0.728{col 75}{space 4}-.0901534{col 88}{space 3} .1289656
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .0607598{col 47}{space 2} .3732712{col 58}{space 1}    0.16{col 67}{space 3}0.871{col 75}{space 4}-.6708383{col 88}{space 3} .7923579
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}{hline 29}{c TT}{hline 48}
{col 3}Random-effects parameters{col 30}{c |}{col 34}Estimate{col 45}Std. err.{col 59}[95% conf. interval]
{hline 29}{c +}{hline 48}
{res}BuLaYouth{txt}: Independent{col 30}{c |}
{space 14}var(2.edu3cat) {c |}{res}{col 33} 5.51e-06{col 44} .0001512{col 58} 2.46e-29{col 70} 1.24e+18
{txt}{space 14}var(3.edu3cat) {c |}{res}{col 33} 3.23e-10{col 44} 8.16e-06{col 58}        0{col 70}        .
{txt}{space 18}var(_cons) {c |}{res}{col 33} .0010127{col 44} .0006335{col 58} .0002972{col 70} .0034508
{txt}{hline 29}{c +}{hline 48}
{col 16}var(Residual){col 30}{c |}{res}{col 33} .0236793{col 44} .0005956{col 58} .0225402{col 70}  .024876
{txt}{hline 29}{c BT}{hline 48}
LR test vs. linear model:{col 27}chi2({res}3{txt}) = {res}14.75{col 59}{txt}Prob > chi2 ={col 73}{res}0.0020

{txt}{p 0 6 4}Note: {help j_mixedlr##|_new:LR test is conservative} and provided only for reference.{p_end}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, fixed portion, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0979638{col 38}{space 2} .0349321{col 49}{space 1}    2.80{col 58}{space 3}0.005{col 66}{space 4} .0294982{col 79}{space 3} .1664294
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0025193{col 38}{space 2} .0225485{col 49}{space 1}    0.11{col 58}{space 3}0.911{col 66}{space 4}-.0416749{col 79}{space 3} .0467135
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0669663{col 38}{space 2} .0296412{col 49}{space 1}   -2.26{col 58}{space 3}0.024{col 66}{space 4}-.1250619{col 79}{space 3}-.0088706
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    541{txt}){col 67}= {res}     28.74
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1954
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1728
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1145
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1541

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0963075{col 47}{space 2} .0329638{col 58}{space 1}    2.92{col 67}{space 3}0.004{col 75}{space 4} .0315548{col 88}{space 3} .1610601
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0208821{col 47}{space 2} .0088809{col 58}{space 1}    2.35{col 67}{space 3}0.019{col 75}{space 4} .0034368{col 88}{space 3} .0383274
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0944712{col 47}{space 2} .0103263{col 58}{space 1}    9.15{col 67}{space 3}0.000{col 75}{space 4} .0741867{col 88}{space 3} .1147557
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0029156{col 47}{space 2} .0063341{col 58}{space 1}    0.46{col 67}{space 3}0.645{col 75}{space 4}-.0095268{col 88}{space 3}  .015358
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000199{col 47}{space 2} .0000211{col 58}{space 1}   -0.95{col 67}{space 3}0.345{col 75}{space 4}-.0000614{col 88}{space 3} .0000215
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0218368{col 47}{space 2} .0053345{col 58}{space 1}   -4.09{col 67}{space 3}0.000{col 75}{space 4}-.0323156{col 88}{space 3}-.0113579
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1017209{col 47}{space 2} .0204889{col 58}{space 1}    4.96{col 67}{space 3}0.000{col 75}{space 4} .0614734{col 88}{space 3} .1419684
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0333383{col 47}{space 2} .0079036{col 58}{space 1}    4.22{col 67}{space 3}0.000{col 75}{space 4} .0178128{col 88}{space 3} .0488638
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0626851{col 47}{space 2} .0119282{col 58}{space 1}    5.26{col 67}{space 3}0.000{col 75}{space 4} .0392538{col 88}{space 3} .0861164
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0305985{col 47}{space 2} .0099793{col 58}{space 1}    3.07{col 67}{space 3}0.002{col 75}{space 4} .0109956{col 88}{space 3} .0502014
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0236004{col 47}{space 2}  .015297{col 58}{space 1}    1.54{col 67}{space 3}0.123{col 75}{space 4}-.0064484{col 88}{space 3} .0536493
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2} 5.39e-09{col 47}{space 2} 2.75e-08{col 58}{space 1}    0.20{col 67}{space 3}0.845{col 75}{space 4}-4.86e-08{col 88}{space 3} 5.94e-08
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000111{col 47}{space 2} .0000956{col 58}{space 1}   -0.12{col 67}{space 3}0.908{col 75}{space 4}-.0001989{col 88}{space 3} .0001768
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0920478{col 47}{space 2} .0375628{col 58}{space 1}   -2.45{col 67}{space 3}0.015{col 75}{space 4}-.1658347{col 88}{space 3} -.018261
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} -.164641{col 47}{space 2} .0400784{col 58}{space 1}   -4.11{col 67}{space 3}0.000{col 75}{space 4}-.2433693{col 88}{space 3}-.0859127
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}  .091264{col 47}{space 2} .2692027{col 58}{space 1}    0.34{col 67}{space 3}0.735{col 75}{space 4}-.4375467{col 88}{space 3} .6200746
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0963075{col 38}{space 2} .0329638{col 49}{space 1}    2.92{col 58}{space 3}0.003{col 66}{space 4} .0316997{col 79}{space 3} .1609153
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0042597{col 38}{space 2} .0194281{col 49}{space 1}    0.22{col 58}{space 3}0.826{col 66}{space 4}-.0338188{col 79}{space 3} .0423381
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0683335{col 38}{space 2} .0286025{col 49}{space 1}   -2.39{col 58}{space 3}0.017{col 66}{space 4}-.1243934{col 79}{space 3}-.0122737
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 8 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    541{txt}){col 67}= {res}     29.36
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1997
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1734
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1146
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1540

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2}  .125914{col 47}{space 2} .0387721{col 58}{space 1}    3.25{col 67}{space 3}0.001{col 75}{space 4} .0497517{col 88}{space 3} .2020763
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0200444{col 47}{space 2} .0089284{col 58}{space 1}    2.25{col 67}{space 3}0.025{col 75}{space 4} .0025058{col 88}{space 3} .0375829
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0933097{col 47}{space 2}  .010313{col 58}{space 1}    9.05{col 67}{space 3}0.000{col 75}{space 4} .0730512{col 88}{space 3} .1135682
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .033302{col 47}{space 2} .0079433{col 58}{space 1}    4.19{col 67}{space 3}0.000{col 75}{space 4} .0176985{col 88}{space 3} .0489056
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0622168{col 47}{space 2} .0120169{col 58}{space 1}    5.18{col 67}{space 3}0.000{col 75}{space 4} .0386114{col 88}{space 3} .0858223
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0297366{col 47}{space 2} .0099991{col 58}{space 1}    2.97{col 67}{space 3}0.003{col 75}{space 4} .0100949{col 88}{space 3} .0493784
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0238469{col 47}{space 2} .0153954{col 58}{space 1}    1.55{col 67}{space 3}0.122{col 75}{space 4}-.0063953{col 88}{space 3}  .054089
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0033723{col 47}{space 2} .0063608{col 58}{space 1}    0.53{col 67}{space 3}0.596{col 75}{space 4}-.0091226{col 88}{space 3} .0158673
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000202{col 47}{space 2} .0000211{col 58}{space 1}   -0.96{col 67}{space 3}0.340{col 75}{space 4}-.0000617{col 88}{space 3} .0000213
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0222419{col 47}{space 2} .0053641{col 58}{space 1}   -4.15{col 67}{space 3}0.000{col 75}{space 4}-.0327789{col 88}{space 3}-.0117049
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1040067{col 47}{space 2} .0207541{col 58}{space 1}    5.01{col 67}{space 3}0.000{col 75}{space 4} .0632382{col 88}{space 3} .1447751
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 8.99e-08{col 47}{space 2} 5.46e-08{col 58}{space 1}    1.65{col 67}{space 3}0.100{col 75}{space 4}-1.73e-08{col 88}{space 3} 1.97e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000205{col 47}{space 2} .0001077{col 58}{space 1}    0.19{col 67}{space 3}0.849{col 75}{space 4}-.0001911{col 88}{space 3}  .000232
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} -.097345{col 47}{space 2} .0385182{col 58}{space 1}   -2.53{col 67}{space 3}0.012{col 75}{space 4}-.1730086{col 88}{space 3}-.0216815
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1675188{col 47}{space 2} .0407958{col 58}{space 1}   -4.11{col 67}{space 3}0.000{col 75}{space 4}-.2476564{col 88}{space 3}-.0873812
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .0746167{col 47}{space 2} .2706526{col 58}{space 1}    0.28{col 67}{space 3}0.783{col 75}{space 4}-.4570421{col 88}{space 3} .6062756
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 28}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}                Absorbed FE{col 29}{c |} Categories{col 42} - Redundant{col 54}  = Num. Coefs{col 69}{c |}
{res}{col 1}{text}{hline 28}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}             year_secschool{col 29}{c |}{space 1}       60{col 42}{space 1}        0{col 54}{result}{space 1}       60{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                       year{col 29}{c |}{space 1}        2{col 42}{space 1}        1{col 54}{result}{space 1}        1{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                  BuLaYouth{col 29}{c |}{space 1}       15{col 42}{space 1}        1{col 54}{result}{space 1}       14{col 68}{text}?{col 69}{c |}
{res}{col 1}{text} BuLaYouth#c.year_secschool{col 29}{c |}{space 1}       15{col 42}{space 1}        0{col 54}{result}{space 1}       15{col 68}{text}?{col 69}{c |}
{res}{col 1}{text}{hline 28}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2}  .125914{col 38}{space 2} .0387721{col 49}{space 1}    3.25{col 58}{space 3}0.001{col 66}{space 4} .0499221{col 79}{space 3} .2019059
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}  .028569{col 38}{space 2} .0259335{col 49}{space 1}    1.10{col 58}{space 3}0.271{col 66}{space 4}-.0222597{col 79}{space 3} .0793977
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0416048{col 38}{space 2} .0324028{col 49}{space 1}   -1.28{col 58}{space 3}0.199{col 66}{space 4} -.105113{col 79}{space 3} .0219035
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     24.45
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1873
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1669
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1242
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1546

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0891908{col 47}{space 2} .0468791{col 58}{space 1}    1.90{col 67}{space 3}0.058{col 75}{space 4}-.0028966{col 88}{space 3} .1812782
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}  .098428{col 47}{space 2} .0348469{col 58}{space 1}    2.82{col 67}{space 3}0.005{col 75}{space 4} .0299762{col 88}{space 3} .1668798
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0382188{col 47}{space 2} .0124826{col 58}{space 1}    3.06{col 67}{space 3}0.002{col 75}{space 4} .0136985{col 88}{space 3}  .062739
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0866591{col 47}{space 2} .0153731{col 58}{space 1}    5.64{col 67}{space 3}0.000{col 75}{space 4} .0564609{col 88}{space 3} .1168573
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0357229{col 47}{space 2} .0077163{col 58}{space 1}    4.63{col 67}{space 3}0.000{col 75}{space 4} .0205653{col 88}{space 3} .0508805
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}   .06368{col 47}{space 2} .0119617{col 58}{space 1}    5.32{col 67}{space 3}0.000{col 75}{space 4} .0401829{col 88}{space 3} .0871771
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0313213{col 47}{space 2} .0099281{col 58}{space 1}    3.15{col 67}{space 3}0.002{col 75}{space 4} .0118189{col 88}{space 3} .0508237
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0229637{col 47}{space 2} .0152312{col 58}{space 1}    1.51{col 67}{space 3}0.132{col 75}{space 4}-.0069558{col 88}{space 3} .0528831
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0036228{col 47}{space 2} .0062997{col 58}{space 1}    0.58{col 67}{space 3}0.565{col 75}{space 4}-.0087521{col 88}{space 3} .0159977
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000175{col 47}{space 2} .0000212{col 58}{space 1}   -0.83{col 67}{space 3}0.407{col 75}{space 4}-.0000591{col 88}{space 3}  .000024
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0209786{col 47}{space 2} .0053748{col 58}{space 1}   -3.90{col 67}{space 3}0.000{col 75}{space 4}-.0315366{col 88}{space 3}-.0104206
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0989246{col 47}{space 2}  .020427{col 58}{space 1}    4.84{col 67}{space 3}0.000{col 75}{space 4} .0587988{col 88}{space 3} .1390505
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0650671{col 47}{space 2} .0342601{col 58}{space 1}   -1.90{col 67}{space 3}0.058{col 75}{space 4}-.1323662{col 88}{space 3}  .002232
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0387085{col 47}{space 2} .0452692{col 58}{space 1}    0.86{col 67}{space 3}0.393{col 75}{space 4}-.0502165{col 88}{space 3} .1276335
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0964461{col 47}{space 2} .0379433{col 58}{space 1}   -2.54{col 67}{space 3}0.011{col 75}{space 4}-.1709803{col 88}{space 3} -.021912
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1714556{col 47}{space 2} .0408035{col 58}{space 1}   -4.20{col 67}{space 3}0.000{col 75}{space 4}-.2516083{col 88}{space 3}-.0913029
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-7.32e-08{col 47}{space 2} 2.25e-08{col 58}{space 1}   -3.26{col 67}{space 3}0.001{col 75}{space 4}-1.17e-07{col 88}{space 3}-2.90e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.20e-08{col 47}{space 2} 2.71e-08{col 58}{space 1}    0.44{col 67}{space 3}0.657{col 75}{space 4}-4.11e-08{col 88}{space 3} 6.52e-08
{txt}{space 23}B_leftvote {c |}{col 35}{res}{space 2}-.0027722{col 47}{space 2} .0010725{col 58}{space 1}   -2.58{col 67}{space 3}0.010{col 75}{space 4} -.004879{col 88}{space 3}-.0006654
{txt}{space 23}W_leftvote {c |}{col 35}{res}{space 2} .0010241{col 47}{space 2} .0008441{col 58}{space 1}    1.21{col 67}{space 3}0.226{col 75}{space 4} -.000634{col 88}{space 3} .0026823
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .1662543{col 47}{space 2} .2676748{col 58}{space 1}    0.62{col 67}{space 3}0.535{col 75}{space 4} -.359555{col 88}{space 3} .6920635
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2}  .098428{col 38}{space 2} .0348469{col 49}{space 1}    2.82{col 58}{space 3}0.005{col 66}{space 4} .0301294{col 79}{space 3} .1667266
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0019819{col 38}{space 2} .0206976{col 49}{space 1}    0.10{col 58}{space 3}0.924{col 66}{space 4}-.0385846{col 79}{space 3} .0425483
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0730276{col 38}{space 2} .0291997{col 49}{space 1}   -2.50{col 58}{space 3}0.012{col 66}{space 4}-.1302581{col 79}{space 3}-.0157972
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Performing EM optimization ...
{res}
{txt}Performing gradient-based optimization: 
{res}{txt}Iteration 0:{space 2}Log restricted-likelihood = {res: 1289.2736}  
Iteration 1:{space 2}Log restricted-likelihood = {res: 1289.6459}  
Iteration 2:{space 2}Log restricted-likelihood = {res: 1289.6467}  
Iteration 3:{space 2}Log restricted-likelihood = {res: 1289.6467}  
{res}
{txt}Computing standard errors ...
{res}
{txt}Mixed-effects REML regression{col 54}Number of obs{col 70} = {res} 3,376
{txt}Group variable: {res}BuLaYouth{col 54}{txt}Number of groups{col 70} = {res}    15
{txt}{col 54}Obs per group:
{col 67}min = {res}    31
{txt}{col 67}avg = {res} 225.1
{txt}{col 67}max = {res}   804
{col 54}{txt}Wald chi2({res}80{txt}){col 70} = {res}429.80
{txt}Log restricted-likelihood = {res} 1289.6467{col 54}{txt}Prob > chi2{col 70} = {res}0.0000

{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}                           convp1{col 35}{c |} Coefficient{col 47}  Std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.1082061{col 47}{space 2} .0551666{col 58}{space 1}   -1.96{col 67}{space 3}0.050{col 75}{space 4}-.2163306{col 88}{space 3}-.0000816
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0251003{col 47}{space 2} .0300943{col 58}{space 1}    0.83{col 67}{space 3}0.404{col 75}{space 4}-.0338835{col 88}{space 3}  .084084
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0094368{col 47}{space 2} .0134717{col 58}{space 1}   -0.70{col 67}{space 3}0.484{col 75}{space 4}-.0358408{col 88}{space 3} .0169672
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0142143{col 47}{space 2} .0123883{col 58}{space 1}   -1.15{col 67}{space 3}0.251{col 75}{space 4}-.0384949{col 88}{space 3} .0100664
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0032995{col 47}{space 2} .0056169{col 58}{space 1}    0.59{col 67}{space 3}0.557{col 75}{space 4}-.0077095{col 88}{space 3} .0143084
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000754{col 47}{space 2} .0000196{col 58}{space 1}   -3.84{col 67}{space 3}0.000{col 75}{space 4}-.0001139{col 88}{space 3}-.0000369
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0259633{col 47}{space 2} .0053425{col 58}{space 1}   -4.86{col 67}{space 3}0.000{col 75}{space 4}-.0364344{col 88}{space 3}-.0154922
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1773828{col 47}{space 2} .0187861{col 58}{space 1}    9.44{col 67}{space 3}0.000{col 75}{space 4} .1405626{col 88}{space 3} .2142029
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0189558{col 47}{space 2} .0074311{col 58}{space 1}    2.55{col 67}{space 3}0.011{col 75}{space 4}  .004391{col 88}{space 3} .0335205
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0279422{col 47}{space 2} .0114142{col 58}{space 1}    2.45{col 67}{space 3}0.014{col 75}{space 4} .0055708{col 88}{space 3} .0503136
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0147434{col 47}{space 2} .0090598{col 58}{space 1}    1.63{col 67}{space 3}0.104{col 75}{space 4}-.0030135{col 88}{space 3} .0325004
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0015838{col 47}{space 2} .0135815{col 58}{space 1}   -0.12{col 67}{space 3}0.907{col 75}{space 4}-.0282029{col 88}{space 3} .0250354
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 1.40e-09{col 47}{space 2} 5.99e-08{col 58}{space 1}    0.02{col 67}{space 3}0.981{col 75}{space 4}-1.16e-07{col 88}{space 3} 1.19e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-1.63e-08{col 47}{space 2} 2.87e-08{col 58}{space 1}   -0.57{col 67}{space 3}0.570{col 75}{space 4}-7.26e-08{col 88}{space 3} 4.00e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0001844{col 47}{space 2} .0004099{col 58}{space 1}    0.45{col 67}{space 3}0.653{col 75}{space 4} -.000619{col 88}{space 3} .0009878
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} 3.60e-06{col 47}{space 2} .0001029{col 58}{space 1}    0.03{col 67}{space 3}0.972{col 75}{space 4}-.0001981{col 88}{space 3} .0002053
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0725362{col 47}{space 2} .0423589{col 58}{space 1}    1.71{col 67}{space 3}0.087{col 75}{space 4}-.0104856{col 88}{space 3} .1555581
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1425074{col 47}{space 2} .0391664{col 58}{space 1}    3.64{col 67}{space 3}0.000{col 75}{space 4} .0657428{col 88}{space 3} .2192721
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} -.014318{col 47}{space 2} .0320516{col 58}{space 1}   -0.45{col 67}{space 3}0.655{col 75}{space 4} -.077138{col 88}{space 3} .0485019
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0068122{col 47}{space 2} .0338274{col 58}{space 1}   -0.20{col 67}{space 3}0.840{col 75}{space 4}-.0731126{col 88}{space 3} .0594882
{txt}{space 33} {c |}
{space 19}year_secschool {c |}
{space 28}1951  {c |}{col 35}{res}{space 2} .0490551{col 47}{space 2} .0343784{col 58}{space 1}    1.43{col 67}{space 3}0.154{col 75}{space 4}-.0183253{col 88}{space 3} .1164355
{txt}{space 28}1952  {c |}{col 35}{res}{space 2}-.0335116{col 47}{space 2} .0364737{col 58}{space 1}   -0.92{col 67}{space 3}0.358{col 75}{space 4}-.1049988{col 88}{space 3} .0379756
{txt}{space 28}1953  {c |}{col 35}{res}{space 2}-.0287946{col 47}{space 2} .0363001{col 58}{space 1}   -0.79{col 67}{space 3}0.428{col 75}{space 4}-.0999415{col 88}{space 3} .0423522
{txt}{space 28}1954  {c |}{col 35}{res}{space 2}-.0243281{col 47}{space 2} .0397667{col 58}{space 1}   -0.61{col 67}{space 3}0.541{col 75}{space 4}-.1022694{col 88}{space 3} .0536131
{txt}{space 28}1955  {c |}{col 35}{res}{space 2}-.0064277{col 47}{space 2} .0441805{col 58}{space 1}   -0.15{col 67}{space 3}0.884{col 75}{space 4}-.0930199{col 88}{space 3} .0801646
{txt}{space 28}1956  {c |}{col 35}{res}{space 2}-.0230237{col 47}{space 2} .0503751{col 58}{space 1}   -0.46{col 67}{space 3}0.648{col 75}{space 4} -.121757{col 88}{space 3} .0757096
{txt}{space 28}1957  {c |}{col 35}{res}{space 2} -.064271{col 47}{space 2} .0504208{col 58}{space 1}   -1.27{col 67}{space 3}0.202{col 75}{space 4}-.1630939{col 88}{space 3}  .034552
{txt}{space 28}1958  {c |}{col 35}{res}{space 2}-.0788733{col 47}{space 2}   .05477{col 58}{space 1}   -1.44{col 67}{space 3}0.150{col 75}{space 4}-.1862205{col 88}{space 3} .0284739
{txt}{space 28}1959  {c |}{col 35}{res}{space 2} .0054596{col 47}{space 2} .0582878{col 58}{space 1}    0.09{col 67}{space 3}0.925{col 75}{space 4}-.1087825{col 88}{space 3} .1197016
{txt}{space 28}1960  {c |}{col 35}{res}{space 2}-.0069216{col 47}{space 2} .0626798{col 58}{space 1}   -0.11{col 67}{space 3}0.912{col 75}{space 4}-.1297718{col 88}{space 3} .1159286
{txt}{space 28}1961  {c |}{col 35}{res}{space 2}-.0331654{col 47}{space 2}  .067483{col 58}{space 1}   -0.49{col 67}{space 3}0.623{col 75}{space 4}-.1654296{col 88}{space 3} .0990988
{txt}{space 28}1962  {c |}{col 35}{res}{space 2}-.0636188{col 47}{space 2} .0729939{col 58}{space 1}   -0.87{col 67}{space 3}0.383{col 75}{space 4}-.2066841{col 88}{space 3} .0794466
{txt}{space 28}1963  {c |}{col 35}{res}{space 2}-.0668363{col 47}{space 2} .0776214{col 58}{space 1}   -0.86{col 67}{space 3}0.389{col 75}{space 4}-.2189715{col 88}{space 3}  .085299
{txt}{space 28}1964  {c |}{col 35}{res}{space 2}-.0734712{col 47}{space 2} .0832565{col 58}{space 1}   -0.88{col 67}{space 3}0.378{col 75}{space 4}-.2366509{col 88}{space 3} .0897085
{txt}{space 28}1965  {c |}{col 35}{res}{space 2}-.0889072{col 47}{space 2} .0883905{col 58}{space 1}   -1.01{col 67}{space 3}0.314{col 75}{space 4}-.2621494{col 88}{space 3} .0843349
{txt}{space 28}1966  {c |}{col 35}{res}{space 2}-.0851107{col 47}{space 2} .0928438{col 58}{space 1}   -0.92{col 67}{space 3}0.359{col 75}{space 4}-.2670812{col 88}{space 3} .0968598
{txt}{space 28}1967  {c |}{col 35}{res}{space 2}-.1061288{col 47}{space 2} .0967986{col 58}{space 1}   -1.10{col 67}{space 3}0.273{col 75}{space 4}-.2958506{col 88}{space 3}  .083593
{txt}{space 28}1968  {c |}{col 35}{res}{space 2}-.0665254{col 47}{space 2} .1020104{col 58}{space 1}   -0.65{col 67}{space 3}0.514{col 75}{space 4}-.2664622{col 88}{space 3} .1334114
{txt}{space 28}1969  {c |}{col 35}{res}{space 2}-.1073649{col 47}{space 2} .1077046{col 58}{space 1}   -1.00{col 67}{space 3}0.319{col 75}{space 4}-.3184621{col 88}{space 3} .1037323
{txt}{space 28}1970  {c |}{col 35}{res}{space 2}-.0962939{col 47}{space 2} .1131323{col 58}{space 1}   -0.85{col 67}{space 3}0.395{col 75}{space 4}-.3180293{col 88}{space 3} .1254414
{txt}{space 28}1971  {c |}{col 35}{res}{space 2} -.084834{col 47}{space 2} .1175661{col 58}{space 1}   -0.72{col 67}{space 3}0.471{col 75}{space 4}-.3152592{col 88}{space 3} .1455913
{txt}{space 28}1972  {c |}{col 35}{res}{space 2}-.1144035{col 47}{space 2} .1228626{col 58}{space 1}   -0.93{col 67}{space 3}0.352{col 75}{space 4}-.3552097{col 88}{space 3} .1264027
{txt}{space 28}1973  {c |}{col 35}{res}{space 2}-.1064926{col 47}{space 2} .1281036{col 58}{space 1}   -0.83{col 67}{space 3}0.406{col 75}{space 4} -.357571{col 88}{space 3} .1445859
{txt}{space 28}1974  {c |}{col 35}{res}{space 2}-.1147029{col 47}{space 2} .1329717{col 58}{space 1}   -0.86{col 67}{space 3}0.388{col 75}{space 4}-.3753227{col 88}{space 3} .1459168
{txt}{space 28}1975  {c |}{col 35}{res}{space 2}-.1494802{col 47}{space 2} .1390702{col 58}{space 1}   -1.07{col 67}{space 3}0.282{col 75}{space 4}-.4220528{col 88}{space 3} .1230924
{txt}{space 28}1976  {c |}{col 35}{res}{space 2}-.1442234{col 47}{space 2} .1439876{col 58}{space 1}   -1.00{col 67}{space 3}0.317{col 75}{space 4}-.4264339{col 88}{space 3} .1379871
{txt}{space 28}1977  {c |}{col 35}{res}{space 2}-.1665807{col 47}{space 2} .1487198{col 58}{space 1}   -1.12{col 67}{space 3}0.263{col 75}{space 4}-.4580662{col 88}{space 3} .1249048
{txt}{space 28}1978  {c |}{col 35}{res}{space 2}-.1666651{col 47}{space 2} .1544365{col 58}{space 1}   -1.08{col 67}{space 3}0.281{col 75}{space 4}-.4693552{col 88}{space 3}  .136025
{txt}{space 28}1979  {c |}{col 35}{res}{space 2}-.1795109{col 47}{space 2} .1592719{col 58}{space 1}   -1.13{col 67}{space 3}0.260{col 75}{space 4} -.491678{col 88}{space 3} .1326563
{txt}{space 28}1980  {c |}{col 35}{res}{space 2}-.1695417{col 47}{space 2} .1647633{col 58}{space 1}   -1.03{col 67}{space 3}0.303{col 75}{space 4}-.4924718{col 88}{space 3} .1533885
{txt}{space 28}1981  {c |}{col 35}{res}{space 2}-.1645731{col 47}{space 2} .1699955{col 58}{space 1}   -0.97{col 67}{space 3}0.333{col 75}{space 4}-.4977582{col 88}{space 3}  .168612
{txt}{space 28}1982  {c |}{col 35}{res}{space 2} -.160186{col 47}{space 2}   .17538{col 58}{space 1}   -0.91{col 67}{space 3}0.361{col 75}{space 4}-.5039246{col 88}{space 3} .1835525
{txt}{space 28}1983  {c |}{col 35}{res}{space 2}-.1573722{col 47}{space 2}   .18085{col 58}{space 1}   -0.87{col 67}{space 3}0.384{col 75}{space 4}-.5118317{col 88}{space 3} .1970873
{txt}{space 28}1984  {c |}{col 35}{res}{space 2}-.1931919{col 47}{space 2} .1863237{col 58}{space 1}   -1.04{col 67}{space 3}0.300{col 75}{space 4}-.5583796{col 88}{space 3} .1719957
{txt}{space 28}1985  {c |}{col 35}{res}{space 2}-.1862438{col 47}{space 2} .1911893{col 58}{space 1}   -0.97{col 67}{space 3}0.330{col 75}{space 4}-.5609679{col 88}{space 3} .1884804
{txt}{space 28}1986  {c |}{col 35}{res}{space 2}-.1929994{col 47}{space 2} .1967273{col 58}{space 1}   -0.98{col 67}{space 3}0.327{col 75}{space 4}-.5785778{col 88}{space 3}  .192579
{txt}{space 28}1987  {c |}{col 35}{res}{space 2}-.1982486{col 47}{space 2} .2018961{col 58}{space 1}   -0.98{col 67}{space 3}0.326{col 75}{space 4}-.5939577{col 88}{space 3} .1974604
{txt}{space 28}1988  {c |}{col 35}{res}{space 2}-.2068671{col 47}{space 2} .2069568{col 58}{space 1}   -1.00{col 67}{space 3}0.318{col 75}{space 4} -.612495{col 88}{space 3} .1987608
{txt}{space 28}1989  {c |}{col 35}{res}{space 2}-.2015356{col 47}{space 2} .2132066{col 58}{space 1}   -0.95{col 67}{space 3}0.345{col 75}{space 4}-.6194127{col 88}{space 3} .2163416
{txt}{space 28}1990  {c |}{col 35}{res}{space 2} -.205499{col 47}{space 2} .2189657{col 58}{space 1}   -0.94{col 67}{space 3}0.348{col 75}{space 4}-.6346639{col 88}{space 3} .2236658
{txt}{space 28}1991  {c |}{col 35}{res}{space 2}-.2347893{col 47}{space 2} .2226773{col 58}{space 1}   -1.05{col 67}{space 3}0.292{col 75}{space 4}-.6712287{col 88}{space 3} .2016501
{txt}{space 28}1992  {c |}{col 35}{res}{space 2}-.2378287{col 47}{space 2} .2277478{col 58}{space 1}   -1.04{col 67}{space 3}0.296{col 75}{space 4}-.6842063{col 88}{space 3} .2085488
{txt}{space 28}1993  {c |}{col 35}{res}{space 2}-.1988007{col 47}{space 2} .2334512{col 58}{space 1}   -0.85{col 67}{space 3}0.394{col 75}{space 4}-.6563566{col 88}{space 3} .2587551
{txt}{space 28}1994  {c |}{col 35}{res}{space 2}-.2501405{col 47}{space 2} .2385971{col 58}{space 1}   -1.05{col 67}{space 3}0.294{col 75}{space 4}-.7177822{col 88}{space 3} .2175012
{txt}{space 28}1995  {c |}{col 35}{res}{space 2}-.2414611{col 47}{space 2} .2439222{col 58}{space 1}   -0.99{col 67}{space 3}0.322{col 75}{space 4}-.7195399{col 88}{space 3} .2366177
{txt}{space 28}1996  {c |}{col 35}{res}{space 2}-.2301756{col 47}{space 2} .2498442{col 58}{space 1}   -0.92{col 67}{space 3}0.357{col 75}{space 4}-.7198612{col 88}{space 3} .2595101
{txt}{space 28}1997  {c |}{col 35}{res}{space 2}-.2605732{col 47}{space 2} .2543364{col 58}{space 1}   -1.02{col 67}{space 3}0.306{col 75}{space 4}-.7590634{col 88}{space 3}  .237917
{txt}{space 28}1998  {c |}{col 35}{res}{space 2}-.2742068{col 47}{space 2} .2600759{col 58}{space 1}   -1.05{col 67}{space 3}0.292{col 75}{space 4}-.7839462{col 88}{space 3} .2355326
{txt}{space 28}1999  {c |}{col 35}{res}{space 2}-.3030838{col 47}{space 2} .2652394{col 58}{space 1}   -1.14{col 67}{space 3}0.253{col 75}{space 4}-.8229434{col 88}{space 3} .2167759
{txt}{space 28}2000  {c |}{col 35}{res}{space 2}-.2745422{col 47}{space 2} .2712102{col 58}{space 1}   -1.01{col 67}{space 3}0.311{col 75}{space 4}-.8061045{col 88}{space 3} .2570201
{txt}{space 28}2001  {c |}{col 35}{res}{space 2}-.2626727{col 47}{space 2} .2769425{col 58}{space 1}   -0.95{col 67}{space 3}0.343{col 75}{space 4}-.8054701{col 88}{space 3} .2801246
{txt}{space 28}2002  {c |}{col 35}{res}{space 2}-.2695729{col 47}{space 2} .2817773{col 58}{space 1}   -0.96{col 67}{space 3}0.339{col 75}{space 4}-.8218463{col 88}{space 3} .2827005
{txt}{space 28}2003  {c |}{col 35}{res}{space 2}-.2759715{col 47}{space 2} .2865365{col 58}{space 1}   -0.96{col 67}{space 3}0.335{col 75}{space 4}-.8375727{col 88}{space 3} .2856296
{txt}{space 28}2004  {c |}{col 35}{res}{space 2}-.3132695{col 47}{space 2} .2926376{col 58}{space 1}   -1.07{col 67}{space 3}0.284{col 75}{space 4}-.8868286{col 88}{space 3} .2602896
{txt}{space 28}2005  {c |}{col 35}{res}{space 2}-.2731976{col 47}{space 2} .2979733{col 58}{space 1}   -0.92{col 67}{space 3}0.359{col 75}{space 4}-.8572144{col 88}{space 3} .3108193
{txt}{space 28}2006  {c |}{col 35}{res}{space 2}-.2934291{col 47}{space 2} .3036821{col 58}{space 1}   -0.97{col 67}{space 3}0.334{col 75}{space 4}-.8886351{col 88}{space 3} .3017769
{txt}{space 28}2007  {c |}{col 35}{res}{space 2}-.2918844{col 47}{space 2} .3083038{col 58}{space 1}   -0.95{col 67}{space 3}0.344{col 75}{space 4}-.8961488{col 88}{space 3} .3123799
{txt}{space 28}2008  {c |}{col 35}{res}{space 2}-.3349131{col 47}{space 2} .3139119{col 58}{space 1}   -1.07{col 67}{space 3}0.286{col 75}{space 4}-.9501692{col 88}{space 3}  .280343
{txt}{space 28}2009  {c |}{col 35}{res}{space 2}-.3385367{col 47}{space 2} .3192639{col 58}{space 1}   -1.06{col 67}{space 3}0.289{col 75}{space 4}-.9642825{col 88}{space 3}  .287209
{txt}{space 33} {c |}
{space 29}year {c |}
{space 28}2018  {c |}{col 35}{res}{space 2} .0685849{col 47}{space 2} .0547257{col 58}{space 1}    1.25{col 67}{space 3}0.210{col 75}{space 4}-.0386754{col 88}{space 3} .1758453
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .2555195{col 47}{space 2} .3649458{col 58}{space 1}    0.70{col 67}{space 3}0.484{col 75}{space 4}-.4597611{col 88}{space 3} .9708001
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}{hline 29}{c TT}{hline 48}
{col 3}Random-effects parameters{col 30}{c |}{col 34}Estimate{col 45}Std. err.{col 59}[95% conf. interval]
{hline 29}{c +}{hline 48}
{res}BuLaYouth{txt}: Independent{col 30}{c |}
{space 17}var(2.IEdu) {c |}{res}{col 33} .0001682{col 44} .0003339{col 58} 3.43e-06{col 70} .0082352
{txt}{space 17}var(3.IEdu) {c |}{res}{col 33} 1.27e-13{col 44} 2.02e-12{col 58} 4.24e-27{col 70} 3.823833
{txt}{space 18}var(_cons) {c |}{res}{col 33} .0004179{col 44} .0003976{col 58} .0000647{col 70} .0026977
{txt}{hline 29}{c +}{hline 48}
{col 16}var(Residual){col 30}{c |}{res}{col 33} .0233896{col 44} .0007005{col 58} .0220562{col 70} .0248036
{txt}{hline 29}{c BT}{hline 48}
LR test vs. linear model:{col 27}chi2({res}3{txt}) = {res}6.45{col 59}{txt}Prob > chi2 ={col 73}{res}0.0915

{txt}{p 0 6 4}Note: {help j_mixedlr##|_new:LR test is conservative} and provided only for reference.{p_end}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, fixed portion, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0251003{col 38}{space 2} .0300943{col 49}{space 1}    0.83{col 58}{space 3}0.404{col 66}{space 4}-.0338835{col 79}{space 3}  .084084
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} .0107822{col 38}{space 2} .0240817{col 49}{space 1}    0.45{col 58}{space 3}0.654{col 66}{space 4} -.036417{col 79}{space 3} .0579814
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0182881{col 38}{space 2} .0265057{col 49}{space 1}    0.69{col 58}{space 3}0.490{col 66}{space 4}-.0336621{col 79}{space 3} .0702382
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    543{txt}){col 67}= {res}     13.32
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1270
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1033
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0520
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.1532

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           convp1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0426558{col 47}{space 2} .0282486{col 58}{space 1}    1.51{col 67}{space 3}0.132{col 75}{space 4}-.0128341{col 88}{space 3} .0981456
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0059741{col 47}{space 2} .0079468{col 58}{space 1}    0.75{col 67}{space 3}0.453{col 75}{space 4}-.0096361{col 88}{space 3} .0215843
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0185495{col 47}{space 2} .0085191{col 58}{space 1}    2.18{col 67}{space 3}0.030{col 75}{space 4} .0018151{col 88}{space 3}  .035284
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0032769{col 47}{space 2} .0058371{col 58}{space 1}    0.56{col 67}{space 3}0.575{col 75}{space 4}-.0081891{col 88}{space 3} .0147429
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000778{col 47}{space 2} .0000195{col 58}{space 1}   -4.00{col 67}{space 3}0.000{col 75}{space 4}-.0001161{col 88}{space 3}-.0000396
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0261109{col 47}{space 2} .0052418{col 58}{space 1}   -4.98{col 67}{space 3}0.000{col 75}{space 4}-.0364076{col 88}{space 3}-.0158143
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1775776{col 47}{space 2} .0210736{col 58}{space 1}    8.43{col 67}{space 3}0.000{col 75}{space 4} .1361819{col 88}{space 3} .2189734
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0189546{col 47}{space 2} .0086265{col 58}{space 1}    2.20{col 67}{space 3}0.028{col 75}{space 4} .0020091{col 88}{space 3}    .0359
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0278287{col 47}{space 2} .0123711{col 58}{space 1}    2.25{col 67}{space 3}0.025{col 75}{space 4} .0035277{col 88}{space 3} .0521298
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0142176{col 47}{space 2} .0093654{col 58}{space 1}    1.52{col 67}{space 3}0.130{col 75}{space 4}-.0041793{col 88}{space 3} .0326144
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0013831{col 47}{space 2} .0142738{col 58}{space 1}   -0.10{col 67}{space 3}0.923{col 75}{space 4}-.0294217{col 88}{space 3} .0266555
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2}-2.21e-08{col 47}{space 2} 2.36e-08{col 58}{space 1}   -0.94{col 67}{space 3}0.350{col 75}{space 4}-6.85e-08{col 88}{space 3} 2.43e-08
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} 1.84e-06{col 47}{space 2} .0000869{col 58}{space 1}    0.02{col 67}{space 3}0.983{col 75}{space 4}-.0001688{col 88}{space 3} .0001725
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0309096{col 47}{space 2} .0348069{col 58}{space 1}   -0.89{col 67}{space 3}0.375{col 75}{space 4}-.0992822{col 88}{space 3}  .037463
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0199951{col 47}{space 2} .0358138{col 58}{space 1}   -0.56{col 67}{space 3}0.577{col 75}{space 4}-.0903457{col 88}{space 3} .0503555
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .1370079{col 47}{space 2} .2544472{col 58}{space 1}    0.54{col 67}{space 3}0.590{col 75}{space 4}-.3628134{col 88}{space 3} .6368292
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0426558{col 38}{space 2} .0282486{col 49}{space 1}    1.51{col 58}{space 3}0.131{col 66}{space 4}-.0127104{col 79}{space 3} .0980219
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} .0117462{col 38}{space 2} .0232135{col 49}{space 1}    0.51{col 58}{space 3}0.613{col 66}{space 4}-.0337514{col 79}{space 3} .0572437
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0226607{col 38}{space 2} .0256371{col 49}{space 1}    0.88{col 58}{space 3}0.377{col 66}{space 4}-.0275871{col 79}{space 3} .0729084
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 8 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    543{txt}){col 67}= {res}     13.23
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1321
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1045
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0518
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.1531

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           convp1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0669424{col 47}{space 2} .0320988{col 58}{space 1}    2.09{col 67}{space 3}0.037{col 75}{space 4} .0038894{col 88}{space 3} .1299954
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .006376{col 47}{space 2} .0079562{col 58}{space 1}    0.80{col 67}{space 3}0.423{col 75}{space 4}-.0092528{col 88}{space 3} .0220048
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0191329{col 47}{space 2} .0085522{col 58}{space 1}    2.24{col 67}{space 3}0.026{col 75}{space 4} .0023335{col 88}{space 3} .0359323
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0184339{col 47}{space 2} .0086386{col 58}{space 1}    2.13{col 67}{space 3}0.033{col 75}{space 4} .0014649{col 88}{space 3}  .035403
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0272949{col 47}{space 2} .0124392{col 58}{space 1}    2.19{col 67}{space 3}0.029{col 75}{space 4} .0028601{col 88}{space 3} .0517298
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0132575{col 47}{space 2} .0094349{col 58}{space 1}    1.41{col 67}{space 3}0.161{col 75}{space 4}-.0052758{col 88}{space 3} .0317909
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0021834{col 47}{space 2} .0143446{col 58}{space 1}   -0.15{col 67}{space 3}0.879{col 75}{space 4} -.030361{col 88}{space 3} .0259943
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0031608{col 47}{space 2} .0058533{col 58}{space 1}    0.54{col 67}{space 3}0.589{col 75}{space 4} -.008337{col 88}{space 3} .0146587
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000788{col 47}{space 2} .0000195{col 58}{space 1}   -4.05{col 67}{space 3}0.000{col 75}{space 4} -.000117{col 88}{space 3}-.0000406
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0262908{col 47}{space 2} .0052815{col 58}{space 1}   -4.98{col 67}{space 3}0.000{col 75}{space 4}-.0366655{col 88}{space 3}-.0159162
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1778516{col 47}{space 2} .0212666{col 58}{space 1}    8.36{col 67}{space 3}0.000{col 75}{space 4} .1360766{col 88}{space 3} .2196266
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.42e-08{col 47}{space 2} 5.21e-08{col 58}{space 1}    1.42{col 67}{space 3}0.155{col 75}{space 4}-2.82e-08{col 88}{space 3} 1.77e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000236{col 47}{space 2} .0000919{col 58}{space 1}   -0.26{col 67}{space 3}0.798{col 75}{space 4}-.0002041{col 88}{space 3}  .000157
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} -.028956{col 47}{space 2} .0347362{col 58}{space 1}   -0.83{col 67}{space 3}0.405{col 75}{space 4}-.0971899{col 88}{space 3} .0392778
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0170387{col 47}{space 2} .0357644{col 58}{space 1}   -0.48{col 67}{space 3}0.634{col 75}{space 4}-.0872922{col 88}{space 3} .0532148
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .1491229{col 47}{space 2}  .255029{col 58}{space 1}    0.58{col 67}{space 3}0.559{col 75}{space 4}-.3518415{col 88}{space 3} .6500872
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 28}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}                Absorbed FE{col 29}{c |} Categories{col 42} - Redundant{col 54}  = Num. Coefs{col 69}{c |}
{res}{col 1}{text}{hline 28}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}             year_secschool{col 29}{c |}{space 1}       60{col 42}{space 1}        0{col 54}{result}{space 1}       60{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                       year{col 29}{c |}{space 1}        2{col 42}{space 1}        1{col 54}{result}{space 1}        1{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                  BuLaYouth{col 29}{c |}{space 1}       15{col 42}{space 1}        1{col 54}{result}{space 1}       14{col 68}{text}?{col 69}{c |}
{res}{col 1}{text} BuLaYouth#c.year_secschool{col 29}{c |}{space 1}       15{col 42}{space 1}        0{col 54}{result}{space 1}       15{col 68}{text}?{col 69}{c |}
{res}{col 1}{text}{hline 28}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0669424{col 38}{space 2} .0320988{col 49}{space 1}    2.09{col 58}{space 3}0.037{col 66}{space 4} .0040299{col 79}{space 3} .1298549
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} .0379864{col 38}{space 2} .0276726{col 49}{space 1}    1.37{col 58}{space 3}0.170{col 66}{space 4}-.0162509{col 79}{space 3} .0922237
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0499037{col 38}{space 2} .0300058{col 49}{space 1}    1.66{col 58}{space 3}0.096{col 66}{space 4}-.0089065{col 79}{space 3} .1087139
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}     11.45
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1236
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1023
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0591
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.1533

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           convp1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0322947{col 47}{space 2} .0436235{col 58}{space 1}   -0.74{col 67}{space 3}0.459{col 75}{space 4}-.1179862{col 88}{space 3} .0533969
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0223827{col 47}{space 2} .0311986{col 58}{space 1}    0.72{col 67}{space 3}0.473{col 75}{space 4}-.0389021{col 88}{space 3} .0836674
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0076954{col 47}{space 2}  .011775{col 58}{space 1}   -0.65{col 67}{space 3}0.514{col 75}{space 4}-.0308255{col 88}{space 3} .0154347
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0162866{col 47}{space 2} .0114415{col 58}{space 1}   -1.42{col 67}{space 3}0.155{col 75}{space 4}-.0387617{col 88}{space 3} .0061885
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0185477{col 47}{space 2} .0084657{col 58}{space 1}    2.19{col 67}{space 3}0.029{col 75}{space 4} .0019181{col 88}{space 3} .0351772
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0275586{col 47}{space 2} .0124214{col 58}{space 1}    2.22{col 67}{space 3}0.027{col 75}{space 4} .0031587{col 88}{space 3} .0519584
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0155427{col 47}{space 2} .0093474{col 58}{space 1}    1.66{col 67}{space 3}0.097{col 75}{space 4}-.0028188{col 88}{space 3} .0339042
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0008446{col 47}{space 2} .0143315{col 58}{space 1}   -0.06{col 67}{space 3}0.953{col 75}{space 4}-.0289966{col 88}{space 3} .0273075
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0036686{col 47}{space 2} .0058796{col 58}{space 1}    0.62{col 67}{space 3}0.533{col 75}{space 4}-.0078811{col 88}{space 3} .0152182
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000752{col 47}{space 2} .0000195{col 58}{space 1}   -3.85{col 67}{space 3}0.000{col 75}{space 4}-.0001135{col 88}{space 3}-.0000369
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0259859{col 47}{space 2}  .005238{col 58}{space 1}   -4.96{col 67}{space 3}0.000{col 75}{space 4}-.0362752{col 88}{space 3}-.0156966
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .175577{col 47}{space 2} .0208594{col 58}{space 1}    8.42{col 67}{space 3}0.000{col 75}{space 4}  .134602{col 88}{space 3}  .216552
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0739419{col 47}{space 2} .0392236{col 58}{space 1}    1.89{col 67}{space 3}0.060{col 75}{space 4}-.0031067{col 88}{space 3} .1509905
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1516463{col 47}{space 2} .0373477{col 58}{space 1}    4.06{col 67}{space 3}0.000{col 75}{space 4} .0782826{col 88}{space 3} .2250099
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0110827{col 47}{space 2} .0354997{col 58}{space 1}   -0.31{col 67}{space 3}0.755{col 75}{space 4}-.0808163{col 88}{space 3} .0586509
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0048451{col 47}{space 2} .0360892{col 58}{space 1}   -0.13{col 67}{space 3}0.893{col 75}{space 4}-.0757367{col 88}{space 3} .0660466
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-8.11e-09{col 47}{space 2} 1.99e-08{col 58}{space 1}   -0.41{col 67}{space 3}0.683{col 75}{space 4}-4.71e-08{col 88}{space 3} 3.09e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-1.73e-08{col 47}{space 2} 2.37e-08{col 58}{space 1}   -0.73{col 67}{space 3}0.465{col 75}{space 4}-6.38e-08{col 88}{space 3} 2.92e-08
{txt}{space 23}B_leftvote {c |}{col 35}{res}{space 2}-.0024437{col 47}{space 2} .0010063{col 58}{space 1}   -2.43{col 67}{space 3}0.015{col 75}{space 4}-.0044204{col 88}{space 3} -.000467
{txt}{space 23}W_leftvote {c |}{col 35}{res}{space 2} .0009669{col 47}{space 2} .0007767{col 58}{space 1}    1.24{col 67}{space 3}0.214{col 75}{space 4}-.0005588{col 88}{space 3} .0024925
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .2229382{col 47}{space 2} .2567892{col 58}{space 1}    0.87{col 67}{space 3}0.386{col 75}{space 4}-.2814837{col 88}{space 3} .7273601
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0223827{col 38}{space 2} .0311986{col 49}{space 1}    0.72{col 58}{space 3}0.473{col 66}{space 4}-.0387655{col 79}{space 3} .0835308
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} .0112999{col 38}{space 2} .0230929{col 49}{space 1}    0.49{col 58}{space 3}0.625{col 66}{space 4}-.0339613{col 79}{space 3} .0565612
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0175376{col 38}{space 2} .0263145{col 49}{space 1}    0.67{col 58}{space 3}0.505{col 66}{space 4}-.0340378{col 79}{space 3}  .069113
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Performing EM optimization ...
{res}
{txt}Performing gradient-based optimization: 
{res}{txt}Iteration 0:{space 2}Log restricted-likelihood = {res: 1233.5518}  
Iteration 1:{space 2}Log restricted-likelihood = {res: 1234.0695}  
Iteration 2:{space 2}Log restricted-likelihood = {res: 1234.3979}  
Iteration 3:{space 2}Log restricted-likelihood = {res:  1234.443}  
Iteration 4:{space 2}Log restricted-likelihood = {res: 1234.4431}  
{res}
{txt}Computing standard errors ...
{res}
{txt}Mixed-effects REML regression{col 54}Number of obs{col 70} = {res} 3,264
{txt}Group variable: {res}BuLaYouth{col 54}{txt}Number of groups{col 70} = {res}    15
{txt}{col 54}Obs per group:
{col 67}min = {res}    31
{txt}{col 67}avg = {res} 217.6
{txt}{col 67}max = {res}   772
{col 54}{txt}Wald chi2({res}80{txt}){col 70} = {res}422.10
{txt}Log restricted-likelihood = {res} 1234.4431{col 54}{txt}Prob > chi2{col 70} = {res}0.0000

{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}                           convp1{col 35}{c |} Coefficient{col 47}  Std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0014982{col 47}{space 2} .0522064{col 58}{space 1}    0.03{col 67}{space 3}0.977{col 75}{space 4}-.1008244{col 88}{space 3} .1038209
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0580657{col 47}{space 2} .0347252{col 58}{space 1}    1.67{col 67}{space 3}0.094{col 75}{space 4}-.0099945{col 88}{space 3} .1261258
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0251694{col 47}{space 2} .0128144{col 58}{space 1}    1.96{col 67}{space 3}0.050{col 75}{space 4} .0000537{col 88}{space 3} .0502851
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0056788{col 47}{space 2} .0150647{col 58}{space 1}    0.38{col 67}{space 3}0.706{col 75}{space 4}-.0238475{col 88}{space 3} .0352051
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0016334{col 47}{space 2} .0057303{col 58}{space 1}    0.29{col 67}{space 3}0.776{col 75}{space 4}-.0095977{col 88}{space 3} .0128645
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000579{col 47}{space 2} .0000206{col 58}{space 1}   -2.81{col 67}{space 3}0.005{col 75}{space 4}-.0000982{col 88}{space 3}-.0000175
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0233984{col 47}{space 2} .0054767{col 58}{space 1}   -4.27{col 67}{space 3}0.000{col 75}{space 4}-.0341325{col 88}{space 3}-.0126643
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1732452{col 47}{space 2} .0189595{col 58}{space 1}    9.14{col 67}{space 3}0.000{col 75}{space 4} .1360853{col 88}{space 3}  .210405
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .023021{col 47}{space 2} .0074492{col 58}{space 1}    3.09{col 67}{space 3}0.002{col 75}{space 4} .0084208{col 88}{space 3} .0376212
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0314359{col 47}{space 2}    .0114{col 58}{space 1}    2.76{col 67}{space 3}0.006{col 75}{space 4} .0090923{col 88}{space 3} .0537795
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0145688{col 47}{space 2} .0092571{col 58}{space 1}    1.57{col 67}{space 3}0.116{col 75}{space 4}-.0035747{col 88}{space 3} .0327123
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0007424{col 47}{space 2}  .013769{col 58}{space 1}   -0.05{col 67}{space 3}0.957{col 75}{space 4}-.0277291{col 88}{space 3} .0262444
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 1.13e-08{col 47}{space 2} 6.48e-08{col 58}{space 1}    0.17{col 67}{space 3}0.862{col 75}{space 4}-1.16e-07{col 88}{space 3} 1.38e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-1.26e-08{col 47}{space 2} 2.94e-08{col 58}{space 1}   -0.43{col 67}{space 3}0.668{col 75}{space 4}-7.02e-08{col 88}{space 3} 4.49e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0000918{col 47}{space 2} .0004366{col 58}{space 1}    0.21{col 67}{space 3}0.833{col 75}{space 4}-.0007639{col 88}{space 3} .0009476
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000305{col 47}{space 2} .0001051{col 58}{space 1}    0.29{col 67}{space 3}0.772{col 75}{space 4}-.0001754{col 88}{space 3} .0002365
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0379903{col 47}{space 2} .0357424{col 58}{space 1}   -1.06{col 67}{space 3}0.288{col 75}{space 4}-.1080442{col 88}{space 3} .0320636
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}  .086275{col 47}{space 2} .0433915{col 58}{space 1}    1.99{col 67}{space 3}0.047{col 75}{space 4} .0012292{col 88}{space 3} .1713208
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0246496{col 47}{space 2} .0360606{col 58}{space 1}   -0.68{col 67}{space 3}0.494{col 75}{space 4} -.095327{col 88}{space 3} .0460279
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0662924{col 47}{space 2} .0407279{col 58}{space 1}   -1.63{col 67}{space 3}0.104{col 75}{space 4}-.1461175{col 88}{space 3} .0135327
{txt}{space 33} {c |}
{space 19}year_secschool {c |}
{space 28}1951  {c |}{col 35}{res}{space 2}  .037141{col 47}{space 2} .0351226{col 58}{space 1}    1.06{col 67}{space 3}0.290{col 75}{space 4}-.0316981{col 88}{space 3}   .10598
{txt}{space 28}1952  {c |}{col 35}{res}{space 2}-.0330367{col 47}{space 2} .0368598{col 58}{space 1}   -0.90{col 67}{space 3}0.370{col 75}{space 4}-.1052806{col 88}{space 3} .0392072
{txt}{space 28}1953  {c |}{col 35}{res}{space 2}-.0281334{col 47}{space 2} .0367519{col 58}{space 1}   -0.77{col 67}{space 3}0.444{col 75}{space 4}-.1001658{col 88}{space 3} .0438991
{txt}{space 28}1954  {c |}{col 35}{res}{space 2}-.0201916{col 47}{space 2} .0404205{col 58}{space 1}   -0.50{col 67}{space 3}0.617{col 75}{space 4}-.0994143{col 88}{space 3} .0590311
{txt}{space 28}1955  {c |}{col 35}{res}{space 2}-.0112188{col 47}{space 2} .0449169{col 58}{space 1}   -0.25{col 67}{space 3}0.803{col 75}{space 4}-.0992542{col 88}{space 3} .0768167
{txt}{space 28}1956  {c |}{col 35}{res}{space 2}-.0181136{col 47}{space 2} .0514088{col 58}{space 1}   -0.35{col 67}{space 3}0.725{col 75}{space 4}-.1188729{col 88}{space 3} .0826457
{txt}{space 28}1957  {c |}{col 35}{res}{space 2}-.0630537{col 47}{space 2} .0513142{col 58}{space 1}   -1.23{col 67}{space 3}0.219{col 75}{space 4}-.1636277{col 88}{space 3} .0375204
{txt}{space 28}1958  {c |}{col 35}{res}{space 2}-.0758839{col 47}{space 2} .0556766{col 58}{space 1}   -1.36{col 67}{space 3}0.173{col 75}{space 4} -.185008{col 88}{space 3} .0332401
{txt}{space 28}1959  {c |}{col 35}{res}{space 2} .0052075{col 47}{space 2} .0595505{col 58}{space 1}    0.09{col 67}{space 3}0.930{col 75}{space 4}-.1115093{col 88}{space 3} .1219243
{txt}{space 28}1960  {c |}{col 35}{res}{space 2} .0010739{col 47}{space 2} .0639255{col 58}{space 1}    0.02{col 67}{space 3}0.987{col 75}{space 4}-.1242178{col 88}{space 3} .1263656
{txt}{space 28}1961  {c |}{col 35}{res}{space 2}-.0202391{col 47}{space 2}  .068764{col 58}{space 1}   -0.29{col 67}{space 3}0.769{col 75}{space 4}-.1550141{col 88}{space 3} .1145358
{txt}{space 28}1962  {c |}{col 35}{res}{space 2}-.0579224{col 47}{space 2} .0744686{col 58}{space 1}   -0.78{col 67}{space 3}0.437{col 75}{space 4}-.2038782{col 88}{space 3} .0880334
{txt}{space 28}1963  {c |}{col 35}{res}{space 2}-.0590794{col 47}{space 2} .0789976{col 58}{space 1}   -0.75{col 67}{space 3}0.455{col 75}{space 4}-.2139118{col 88}{space 3} .0957531
{txt}{space 28}1964  {c |}{col 35}{res}{space 2}-.0709476{col 47}{space 2} .0851731{col 58}{space 1}   -0.83{col 67}{space 3}0.405{col 75}{space 4}-.2378838{col 88}{space 3} .0959887
{txt}{space 28}1965  {c |}{col 35}{res}{space 2}-.0852971{col 47}{space 2} .0899345{col 58}{space 1}   -0.95{col 67}{space 3}0.343{col 75}{space 4}-.2615656{col 88}{space 3} .0909713
{txt}{space 28}1966  {c |}{col 35}{res}{space 2}  -.07262{col 47}{space 2}  .094574{col 58}{space 1}   -0.77{col 67}{space 3}0.443{col 75}{space 4}-.2579817{col 88}{space 3} .1127417
{txt}{space 28}1967  {c |}{col 35}{res}{space 2}-.0965233{col 47}{space 2} .0985245{col 58}{space 1}   -0.98{col 67}{space 3}0.327{col 75}{space 4}-.2896278{col 88}{space 3} .0965812
{txt}{space 28}1968  {c |}{col 35}{res}{space 2}-.0576161{col 47}{space 2} .1038831{col 58}{space 1}   -0.55{col 67}{space 3}0.579{col 75}{space 4}-.2612232{col 88}{space 3}  .145991
{txt}{space 28}1969  {c |}{col 35}{res}{space 2}-.0969745{col 47}{space 2} .1095953{col 58}{space 1}   -0.88{col 67}{space 3}0.376{col 75}{space 4}-.3117774{col 88}{space 3} .1178284
{txt}{space 28}1970  {c |}{col 35}{res}{space 2} -.084995{col 47}{space 2} .1152036{col 58}{space 1}   -0.74{col 67}{space 3}0.461{col 75}{space 4}-.3107899{col 88}{space 3}    .1408
{txt}{space 28}1971  {c |}{col 35}{res}{space 2}-.0770676{col 47}{space 2} .1197109{col 58}{space 1}   -0.64{col 67}{space 3}0.520{col 75}{space 4}-.3116966{col 88}{space 3} .1575614
{txt}{space 28}1972  {c |}{col 35}{res}{space 2}-.1087655{col 47}{space 2} .1250533{col 58}{space 1}   -0.87{col 67}{space 3}0.384{col 75}{space 4}-.3538655{col 88}{space 3} .1363344
{txt}{space 28}1973  {c |}{col 35}{res}{space 2} -.094873{col 47}{space 2} .1303858{col 58}{space 1}   -0.73{col 67}{space 3}0.467{col 75}{space 4}-.3504245{col 88}{space 3} .1606785
{txt}{space 28}1974  {c |}{col 35}{res}{space 2}-.1078808{col 47}{space 2} .1352893{col 58}{space 1}   -0.80{col 67}{space 3}0.425{col 75}{space 4} -.373043{col 88}{space 3} .1572813
{txt}{space 28}1975  {c |}{col 35}{res}{space 2}-.1421464{col 47}{space 2} .1414651{col 58}{space 1}   -1.00{col 67}{space 3}0.315{col 75}{space 4}-.4194129{col 88}{space 3} .1351202
{txt}{space 28}1976  {c |}{col 35}{res}{space 2}-.1362369{col 47}{space 2}  .146496{col 58}{space 1}   -0.93{col 67}{space 3}0.352{col 75}{space 4}-.4233638{col 88}{space 3}   .15089
{txt}{space 28}1977  {c |}{col 35}{res}{space 2}-.1589389{col 47}{space 2} .1514011{col 58}{space 1}   -1.05{col 67}{space 3}0.294{col 75}{space 4}-.4556796{col 88}{space 3} .1378018
{txt}{space 28}1978  {c |}{col 35}{res}{space 2}-.1594407{col 47}{space 2} .1571414{col 58}{space 1}   -1.01{col 67}{space 3}0.310{col 75}{space 4}-.4674322{col 88}{space 3} .1485507
{txt}{space 28}1979  {c |}{col 35}{res}{space 2}-.1708731{col 47}{space 2} .1621006{col 58}{space 1}   -1.05{col 67}{space 3}0.292{col 75}{space 4}-.4885845{col 88}{space 3} .1468382
{txt}{space 28}1980  {c |}{col 35}{res}{space 2}-.1603985{col 47}{space 2} .1675648{col 58}{space 1}   -0.96{col 67}{space 3}0.338{col 75}{space 4}-.4888194{col 88}{space 3} .1680223
{txt}{space 28}1981  {c |}{col 35}{res}{space 2}-.1575862{col 47}{space 2} .1728678{col 58}{space 1}   -0.91{col 67}{space 3}0.362{col 75}{space 4}-.4964008{col 88}{space 3} .1812284
{txt}{space 28}1982  {c |}{col 35}{res}{space 2}-.1483856{col 47}{space 2} .1783901{col 58}{space 1}   -0.83{col 67}{space 3}0.406{col 75}{space 4}-.4980237{col 88}{space 3} .2012525
{txt}{space 28}1983  {c |}{col 35}{res}{space 2}-.1543884{col 47}{space 2} .1841474{col 58}{space 1}   -0.84{col 67}{space 3}0.402{col 75}{space 4}-.5153107{col 88}{space 3} .2065339
{txt}{space 28}1984  {c |}{col 35}{res}{space 2}-.1945202{col 47}{space 2}  .189666{col 58}{space 1}   -1.03{col 67}{space 3}0.305{col 75}{space 4}-.5662589{col 88}{space 3} .1772184
{txt}{space 28}1985  {c |}{col 35}{res}{space 2}-.1866564{col 47}{space 2} .1944999{col 58}{space 1}   -0.96{col 67}{space 3}0.337{col 75}{space 4}-.5678693{col 88}{space 3} .1945565
{txt}{space 28}1986  {c |}{col 35}{res}{space 2}-.1885738{col 47}{space 2} .2002493{col 58}{space 1}   -0.94{col 67}{space 3}0.346{col 75}{space 4}-.5810552{col 88}{space 3} .2039077
{txt}{space 28}1987  {c |}{col 35}{res}{space 2} -.192448{col 47}{space 2} .2053435{col 58}{space 1}   -0.94{col 67}{space 3}0.349{col 75}{space 4} -.594914{col 88}{space 3}  .210018
{txt}{space 28}1988  {c |}{col 35}{res}{space 2} -.199548{col 47}{space 2} .2107741{col 58}{space 1}   -0.95{col 67}{space 3}0.344{col 75}{space 4}-.6126576{col 88}{space 3} .2135616
{txt}{space 28}1989  {c |}{col 35}{res}{space 2}-.1940595{col 47}{space 2} .2169054{col 58}{space 1}   -0.89{col 67}{space 3}0.371{col 75}{space 4}-.6191863{col 88}{space 3} .2310673
{txt}{space 28}1990  {c |}{col 35}{res}{space 2}-.1951434{col 47}{space 2} .2228018{col 58}{space 1}   -0.88{col 67}{space 3}0.381{col 75}{space 4}-.6318268{col 88}{space 3}   .24154
{txt}{space 28}1991  {c |}{col 35}{res}{space 2}-.2288016{col 47}{space 2} .2265086{col 58}{space 1}   -1.01{col 67}{space 3}0.312{col 75}{space 4}-.6727504{col 88}{space 3} .2151471
{txt}{space 28}1992  {c |}{col 35}{res}{space 2}-.2289242{col 47}{space 2}  .231661{col 58}{space 1}   -0.99{col 67}{space 3}0.323{col 75}{space 4}-.6829713{col 88}{space 3} .2251229
{txt}{space 28}1993  {c |}{col 35}{res}{space 2}-.2027644{col 47}{space 2} .2376196{col 58}{space 1}   -0.85{col 67}{space 3}0.393{col 75}{space 4}-.6684902{col 88}{space 3} .2629614
{txt}{space 28}1994  {c |}{col 35}{res}{space 2}-.2443375{col 47}{space 2} .2427564{col 58}{space 1}   -1.01{col 67}{space 3}0.314{col 75}{space 4}-.7201313{col 88}{space 3} .2314562
{txt}{space 28}1995  {c |}{col 35}{res}{space 2} -.238369{col 47}{space 2} .2481022{col 58}{space 1}   -0.96{col 67}{space 3}0.337{col 75}{space 4}-.7246404{col 88}{space 3} .2479025
{txt}{space 28}1996  {c |}{col 35}{res}{space 2}-.2380351{col 47}{space 2} .2540987{col 58}{space 1}   -0.94{col 67}{space 3}0.349{col 75}{space 4}-.7360594{col 88}{space 3} .2599893
{txt}{space 28}1997  {c |}{col 35}{res}{space 2}-.2629854{col 47}{space 2} .2587557{col 58}{space 1}   -1.02{col 67}{space 3}0.309{col 75}{space 4}-.7701374{col 88}{space 3} .2441665
{txt}{space 28}1998  {c |}{col 35}{res}{space 2} -.271923{col 47}{space 2} .2645272{col 58}{space 1}   -1.03{col 67}{space 3}0.304{col 75}{space 4}-.7903868{col 88}{space 3} .2465409
{txt}{space 28}1999  {c |}{col 35}{res}{space 2}-.3125332{col 47}{space 2} .2697619{col 58}{space 1}   -1.16{col 67}{space 3}0.247{col 75}{space 4}-.8412568{col 88}{space 3} .2161904
{txt}{space 28}2000  {c |}{col 35}{res}{space 2}-.2763755{col 47}{space 2} .2758299{col 58}{space 1}   -1.00{col 67}{space 3}0.316{col 75}{space 4}-.8169922{col 88}{space 3} .2642413
{txt}{space 28}2001  {c |}{col 35}{res}{space 2}-.2598024{col 47}{space 2}  .281841{col 58}{space 1}   -0.92{col 67}{space 3}0.357{col 75}{space 4}-.8122007{col 88}{space 3} .2925958
{txt}{space 28}2002  {c |}{col 35}{res}{space 2}-.2760042{col 47}{space 2} .2866893{col 58}{space 1}   -0.96{col 67}{space 3}0.336{col 75}{space 4}-.8379048{col 88}{space 3} .2858965
{txt}{space 28}2003  {c |}{col 35}{res}{space 2}-.2740494{col 47}{space 2} .2915467{col 58}{space 1}   -0.94{col 67}{space 3}0.347{col 75}{space 4}-.8454704{col 88}{space 3} .2973716
{txt}{space 28}2004  {c |}{col 35}{res}{space 2}-.3135727{col 47}{space 2} .2976468{col 58}{space 1}   -1.05{col 67}{space 3}0.292{col 75}{space 4}-.8969497{col 88}{space 3} .2698042
{txt}{space 28}2005  {c |}{col 35}{res}{space 2}-.2669913{col 47}{space 2} .3030641{col 58}{space 1}   -0.88{col 67}{space 3}0.378{col 75}{space 4}-.8609861{col 88}{space 3} .3270034
{txt}{space 28}2006  {c |}{col 35}{res}{space 2}-.2925968{col 47}{space 2} .3089209{col 58}{space 1}   -0.95{col 67}{space 3}0.344{col 75}{space 4}-.8980706{col 88}{space 3}  .312877
{txt}{space 28}2007  {c |}{col 35}{res}{space 2}-.2813829{col 47}{space 2} .3136644{col 58}{space 1}   -0.90{col 67}{space 3}0.370{col 75}{space 4}-.8961537{col 88}{space 3}  .333388
{txt}{space 28}2008  {c |}{col 35}{res}{space 2}-.3326163{col 47}{space 2} .3193563{col 58}{space 1}   -1.04{col 67}{space 3}0.298{col 75}{space 4}-.9585432{col 88}{space 3} .2933105
{txt}{space 28}2009  {c |}{col 35}{res}{space 2}-.3359907{col 47}{space 2} .3248074{col 58}{space 1}   -1.03{col 67}{space 3}0.301{col 75}{space 4}-.9726016{col 88}{space 3} .3006202
{txt}{space 33} {c |}
{space 29}year {c |}
{space 28}2018  {c |}{col 35}{res}{space 2} .0686337{col 47}{space 2} .0556642{col 58}{space 1}    1.23{col 67}{space 3}0.218{col 75}{space 4}-.0404662{col 88}{space 3} .1777336
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}  .255729{col 47}{space 2} .3713854{col 58}{space 1}    0.69{col 67}{space 3}0.491{col 75}{space 4} -.472173{col 88}{space 3} .9836311
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}{hline 29}{c TT}{hline 48}
{col 3}Random-effects parameters{col 30}{c |}{col 34}Estimate{col 45}Std. err.{col 59}[95% conf. interval]
{hline 29}{c +}{hline 48}
{res}BuLaYouth{txt}: Independent{col 30}{c |}
{space 14}var(2.edu3cat) {c |}{res}{col 33} 2.28e-16{col 44} 3.26e-13{col 58}        0{col 70}        .
{txt}{space 14}var(3.edu3cat) {c |}{res}{col 33} 7.85e-17{col 44} 1.11e-13{col 58}        0{col 70}        .
{txt}{space 18}var(_cons) {c |}{res}{col 33} .0005312{col 44} .0003945{col 58} .0001239{col 70} .0022776
{txt}{hline 29}{c +}{hline 48}
{col 16}var(Residual){col 30}{c |}{res}{col 33} .0234895{col 44} .0005901{col 58} .0223608{col 70} .0246751
{txt}{hline 29}{c BT}{hline 48}
LR test vs. linear model:{col 27}chi2({res}3{txt}) = {res}8.98{col 59}{txt}Prob > chi2 ={col 73}{res}0.0296

{txt}{p 0 6 4}Note: {help j_mixedlr##|_new:LR test is conservative} and provided only for reference.{p_end}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, fixed portion, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0580657{col 38}{space 2} .0347252{col 49}{space 1}    1.67{col 58}{space 3}0.094{col 66}{space 4}-.0099945{col 79}{space 3} .1261258
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0334161{col 38}{space 2} .0223524{col 49}{space 1}    1.49{col 58}{space 3}0.135{col 66}{space 4}-.0103938{col 79}{space 3}  .077226
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0082267{col 38}{space 2} .0294427{col 49}{space 1}   -0.28{col 58}{space 3}0.780{col 66}{space 4}-.0659334{col 79}{space 3} .0494799
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    541{txt}){col 67}= {res}     12.62
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1302
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1058
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0521
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1535

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           convp1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0551641{col 47}{space 2} .0335341{col 58}{space 1}    1.65{col 67}{space 3}0.101{col 75}{space 4}-.0107089{col 88}{space 3} .1210372
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0157618{col 47}{space 2} .0087034{col 58}{space 1}    1.81{col 67}{space 3}0.071{col 75}{space 4}-.0013349{col 88}{space 3} .0328585
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0269043{col 47}{space 2} .0096469{col 58}{space 1}    2.79{col 67}{space 3}0.005{col 75}{space 4} .0079543{col 88}{space 3} .0458544
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0020485{col 47}{space 2} .0058531{col 58}{space 1}    0.35{col 67}{space 3}0.726{col 75}{space 4} -.009449{col 88}{space 3} .0135461
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000614{col 47}{space 2} .0000191{col 58}{space 1}   -3.21{col 67}{space 3}0.001{col 75}{space 4}-.0000989{col 88}{space 3}-.0000238
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0233739{col 47}{space 2} .0053842{col 58}{space 1}   -4.34{col 67}{space 3}0.000{col 75}{space 4}-.0339505{col 88}{space 3}-.0127973
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1735073{col 47}{space 2} .0216206{col 58}{space 1}    8.03{col 67}{space 3}0.000{col 75}{space 4} .1310368{col 88}{space 3} .2159778
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0219175{col 47}{space 2} .0086116{col 58}{space 1}    2.55{col 67}{space 3}0.011{col 75}{space 4} .0050012{col 88}{space 3} .0388338
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0316195{col 47}{space 2} .0121032{col 58}{space 1}    2.61{col 67}{space 3}0.009{col 75}{space 4} .0078446{col 88}{space 3} .0553945
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0139172{col 47}{space 2} .0095541{col 58}{space 1}    1.46{col 67}{space 3}0.146{col 75}{space 4}-.0048505{col 88}{space 3} .0326849
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0007769{col 47}{space 2}  .014494{col 58}{space 1}   -0.05{col 67}{space 3}0.957{col 75}{space 4}-.0292482{col 88}{space 3} .0276945
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2}-1.82e-08{col 47}{space 2} 2.39e-08{col 58}{space 1}   -0.76{col 67}{space 3}0.445{col 75}{space 4}-6.51e-08{col 88}{space 3} 2.86e-08
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000242{col 47}{space 2} .0000893{col 58}{space 1}    0.27{col 67}{space 3}0.787{col 75}{space 4}-.0001512{col 88}{space 3} .0001996
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0215639{col 47}{space 2} .0370671{col 58}{space 1}   -0.58{col 67}{space 3}0.561{col 75}{space 4} -.094377{col 88}{space 3} .0512492
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0670567{col 47}{space 2} .0418889{col 58}{space 1}   -1.60{col 67}{space 3}0.110{col 75}{space 4}-.1493416{col 88}{space 3} .0152281
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .1476125{col 47}{space 2} .2551022{col 58}{space 1}    0.58{col 67}{space 3}0.563{col 75}{space 4}-.3534996{col 88}{space 3} .6487246
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0551641{col 38}{space 2} .0335341{col 49}{space 1}    1.65{col 58}{space 3}0.100{col 66}{space 4}-.0105615{col 79}{space 3} .1208898
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0336002{col 38}{space 2} .0197866{col 49}{space 1}    1.70{col 58}{space 3}0.089{col 66}{space 4}-.0051808{col 79}{space 3} .0723812
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0118926{col 38}{space 2} .0282313{col 49}{space 1}   -0.42{col 58}{space 3}0.674{col 66}{space 4} -.067225{col 79}{space 3} .0434398
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 8 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    541{txt}){col 67}= {res}     12.47
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1354
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1069
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0516
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1534

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           convp1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0836371{col 47}{space 2} .0390078{col 58}{space 1}    2.14{col 67}{space 3}0.032{col 75}{space 4} .0070119{col 88}{space 3} .1602623
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .015043{col 47}{space 2}  .008754{col 58}{space 1}    1.72{col 67}{space 3}0.086{col 75}{space 4}-.0021529{col 88}{space 3} .0322389
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0258235{col 47}{space 2} .0096717{col 58}{space 1}    2.67{col 67}{space 3}0.008{col 75}{space 4} .0068247{col 88}{space 3} .0448222
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0214671{col 47}{space 2} .0086251{col 58}{space 1}    2.49{col 67}{space 3}0.013{col 75}{space 4} .0045242{col 88}{space 3} .0384099
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0311792{col 47}{space 2} .0121785{col 58}{space 1}    2.56{col 67}{space 3}0.011{col 75}{space 4} .0072563{col 88}{space 3} .0551022
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0130896{col 47}{space 2} .0096208{col 58}{space 1}    1.36{col 67}{space 3}0.174{col 75}{space 4}-.0058092{col 88}{space 3} .0319883
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0010415{col 47}{space 2} .0145843{col 58}{space 1}   -0.07{col 67}{space 3}0.943{col 75}{space 4}-.0296903{col 88}{space 3} .0276073
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}  .002001{col 47}{space 2} .0058708{col 58}{space 1}    0.34{col 67}{space 3}0.733{col 75}{space 4}-.0095314{col 88}{space 3} .0135333
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000635{col 47}{space 2} .0000191{col 58}{space 1}   -3.33{col 67}{space 3}0.001{col 75}{space 4} -.000101{col 88}{space 3} -.000026
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0234423{col 47}{space 2} .0054227{col 58}{space 1}   -4.32{col 67}{space 3}0.000{col 75}{space 4}-.0340945{col 88}{space 3}-.0127902
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1738062{col 47}{space 2} .0217898{col 58}{space 1}    7.98{col 67}{space 3}0.000{col 75}{space 4} .1310032{col 88}{space 3} .2166092
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.42e-08{col 47}{space 2} 5.41e-08{col 58}{space 1}    1.37{col 67}{space 3}0.171{col 75}{space 4}-3.22e-08{col 88}{space 3} 1.81e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000104{col 47}{space 2} .0000945{col 58}{space 1}   -0.11{col 67}{space 3}0.912{col 75}{space 4} -.000196{col 88}{space 3} .0001751
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0262606{col 47}{space 2} .0378295{col 58}{space 1}   -0.69{col 67}{space 3}0.488{col 75}{space 4}-.1005713{col 88}{space 3}   .04805
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0719643{col 47}{space 2} .0424598{col 58}{space 1}   -1.69{col 67}{space 3}0.091{col 75}{space 4}-.1553705{col 88}{space 3} .0114419
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .1598442{col 47}{space 2} .2557883{col 58}{space 1}    0.62{col 67}{space 3}0.532{col 75}{space 4}-.3426157{col 88}{space 3} .6623041
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 28}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}                Absorbed FE{col 29}{c |} Categories{col 42} - Redundant{col 54}  = Num. Coefs{col 69}{c |}
{res}{col 1}{text}{hline 28}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}             year_secschool{col 29}{c |}{space 1}       60{col 42}{space 1}        0{col 54}{result}{space 1}       60{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                       year{col 29}{c |}{space 1}        2{col 42}{space 1}        1{col 54}{result}{space 1}        1{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                  BuLaYouth{col 29}{c |}{space 1}       15{col 42}{space 1}        1{col 54}{result}{space 1}       14{col 68}{text}?{col 69}{c |}
{res}{col 1}{text} BuLaYouth#c.year_secschool{col 29}{c |}{space 1}       15{col 42}{space 1}        0{col 54}{result}{space 1}       15{col 68}{text}?{col 69}{c |}
{res}{col 1}{text}{hline 28}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0836371{col 38}{space 2} .0390078{col 49}{space 1}    2.14{col 58}{space 3}0.032{col 66}{space 4} .0071833{col 79}{space 3} .1600909
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0573765{col 38}{space 2} .0255969{col 49}{space 1}    2.24{col 58}{space 3}0.025{col 66}{space 4} .0072075{col 79}{space 3} .1075454
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} .0116728{col 38}{space 2} .0321419{col 49}{space 1}    0.36{col 58}{space 3}0.716{col 66}{space 4}-.0513242{col 79}{space 3} .0746698
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     10.56
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1257
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1037
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0595
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1537

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           convp1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0784071{col 47}{space 2} .0445133{col 58}{space 1}    1.76{col 67}{space 3}0.079{col 75}{space 4}-.0090329{col 88}{space 3} .1658472
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0563322{col 47}{space 2} .0347878{col 58}{space 1}    1.62{col 67}{space 3}0.106{col 75}{space 4}-.0120035{col 88}{space 3} .1246678
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0292249{col 47}{space 2} .0129077{col 58}{space 1}    2.26{col 67}{space 3}0.024{col 75}{space 4} .0038696{col 88}{space 3} .0545802
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0093752{col 47}{space 2} .0145303{col 58}{space 1}    0.65{col 67}{space 3}0.519{col 75}{space 4}-.0191674{col 88}{space 3} .0379179
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .023419{col 47}{space 2} .0084381{col 58}{space 1}    2.78{col 67}{space 3}0.006{col 75}{space 4} .0068436{col 88}{space 3} .0399944
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0312627{col 47}{space 2} .0121461{col 58}{space 1}    2.57{col 67}{space 3}0.010{col 75}{space 4} .0074035{col 88}{space 3} .0551219
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0149009{col 47}{space 2} .0095536{col 58}{space 1}    1.56{col 67}{space 3}0.119{col 75}{space 4}-.0038658{col 88}{space 3} .0336676
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0006046{col 47}{space 2} .0144996{col 58}{space 1}   -0.04{col 67}{space 3}0.967{col 75}{space 4} -.029087{col 88}{space 3} .0278777
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0020989{col 47}{space 2} .0058637{col 58}{space 1}    0.36{col 67}{space 3}0.721{col 75}{space 4}-.0094195{col 88}{space 3} .0136174
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000581{col 47}{space 2} .0000191{col 58}{space 1}   -3.04{col 67}{space 3}0.003{col 75}{space 4}-.0000957{col 88}{space 3}-.0000205
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0236465{col 47}{space 2} .0053849{col 58}{space 1}   -4.39{col 67}{space 3}0.000{col 75}{space 4}-.0342243{col 88}{space 3}-.0130687
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1722843{col 47}{space 2} .0215958{col 58}{space 1}    7.98{col 67}{space 3}0.000{col 75}{space 4} .1298625{col 88}{space 3} .2147061
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0489094{col 47}{space 2} .0338143{col 58}{space 1}   -1.45{col 67}{space 3}0.149{col 75}{space 4}-.1153329{col 88}{space 3} .0175141
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0736763{col 47}{space 2} .0429031{col 58}{space 1}    1.72{col 67}{space 3}0.087{col 75}{space 4}-.0106008{col 88}{space 3} .1579533
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0229683{col 47}{space 2} .0373754{col 58}{space 1}   -0.61{col 67}{space 3}0.539{col 75}{space 4} -.096387{col 88}{space 3} .0504503
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0671381{col 47}{space 2} .0425536{col 58}{space 1}   -1.58{col 67}{space 3}0.115{col 75}{space 4}-.1507287{col 88}{space 3} .0164524
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.76e-08{col 47}{space 2} 2.03e-08{col 58}{space 1}   -0.87{col 67}{space 3}0.386{col 75}{space 4}-5.76e-08{col 88}{space 3} 2.23e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-1.88e-08{col 47}{space 2} 2.41e-08{col 58}{space 1}   -0.78{col 67}{space 3}0.435{col 75}{space 4}-6.61e-08{col 88}{space 3} 2.85e-08
{txt}{space 23}B_leftvote {c |}{col 35}{res}{space 2} -.002716{col 47}{space 2}  .001035{col 58}{space 1}   -2.62{col 67}{space 3}0.009{col 75}{space 4}-.0047491{col 88}{space 3}-.0006828
{txt}{space 23}W_leftvote {c |}{col 35}{res}{space 2} .0012903{col 47}{space 2} .0008136{col 58}{space 1}    1.59{col 67}{space 3}0.113{col 75}{space 4}-.0003079{col 88}{space 3} .0028885
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .2360655{col 47}{space 2} .2571071{col 58}{space 1}    0.92{col 67}{space 3}0.359{col 75}{space 4} -.268985{col 88}{space 3}  .741116
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0563322{col 38}{space 2} .0347878{col 49}{space 1}    1.62{col 58}{space 3}0.105{col 66}{space 4}-.0118506{col 79}{space 3}  .124515
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0333639{col 38}{space 2} .0200944{col 49}{space 1}    1.66{col 58}{space 3}0.097{col 66}{space 4}-.0060205{col 79}{space 3} .0727482
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0108059{col 38}{space 2} .0281196{col 49}{space 1}   -0.38{col 58}{space 3}0.701{col 66}{space 4}-.0659194{col 79}{space 3} .0443076
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Performing EM optimization ...
{res}
{txt}Performing gradient-based optimization: 
{res}{txt}Iteration 0:{space 2}Log restricted-likelihood = {res: 218.68497}  
Iteration 1:{space 2}Log restricted-likelihood = {res: 219.25973}  
Iteration 2:{space 2}Log restricted-likelihood = {res:  219.2869}  
Iteration 3:{space 2}Log restricted-likelihood = {res: 219.28782}  
Iteration 4:{space 2}Log restricted-likelihood = {res: 219.28789}  
Iteration 5:{space 2}Log restricted-likelihood = {res: 219.28789}  
{res}
{txt}Computing standard errors ...
{res}
{txt}Mixed-effects REML regression{col 54}Number of obs{col 70} = {res} 3,376
{txt}Group variable: {res}BuLaYouth{col 54}{txt}Number of groups{col 70} = {res}    15
{txt}{col 54}Obs per group:
{col 67}min = {res}    31
{txt}{col 67}avg = {res} 225.1
{txt}{col 67}max = {res}   804
{col 54}{txt}Wald chi2({res}80{txt}){col 70} = {res}654.38
{txt}Log restricted-likelihood = {res} 219.28789{col 54}{txt}Prob > chi2{col 70} = {res}0.0000

{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}                          unconvp{col 35}{c |} Coefficient{col 47}  Std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0620843{col 47}{space 2} .0851098{col 58}{space 1}   -0.73{col 67}{space 3}0.466{col 75}{space 4}-.2288965{col 88}{space 3} .1047279
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}  .046007{col 47}{space 2} .0416787{col 58}{space 1}    1.10{col 67}{space 3}0.270{col 75}{space 4}-.0356816{col 88}{space 3} .1276957
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0753504{col 47}{space 2} .0152118{col 58}{space 1}    4.95{col 67}{space 3}0.000{col 75}{space 4} .0455358{col 88}{space 3} .1051649
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1411539{col 47}{space 2} .0170799{col 58}{space 1}    8.26{col 67}{space 3}0.000{col 75}{space 4} .1076779{col 88}{space 3}   .17463
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0105558{col 47}{space 2}  .007772{col 58}{space 1}    1.36{col 67}{space 3}0.174{col 75}{space 4} -.004677{col 88}{space 3} .0257886
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000355{col 47}{space 2} .0000272{col 58}{space 1}   -1.31{col 67}{space 3}0.191{col 75}{space 4}-.0000888{col 88}{space 3} .0000177
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0289983{col 47}{space 2} .0073904{col 58}{space 1}   -3.92{col 67}{space 3}0.000{col 75}{space 4}-.0434831{col 88}{space 3}-.0145134
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0448913{col 47}{space 2} .0259875{col 58}{space 1}    1.73{col 67}{space 3}0.084{col 75}{space 4}-.0060433{col 88}{space 3} .0958259
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0243758{col 47}{space 2} .0102844{col 58}{space 1}    2.37{col 67}{space 3}0.018{col 75}{space 4} .0042187{col 88}{space 3}  .044533
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .053905{col 47}{space 2} .0157848{col 58}{space 1}    3.42{col 67}{space 3}0.001{col 75}{space 4} .0229674{col 88}{space 3} .0848426
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0376162{col 47}{space 2} .0125303{col 58}{space 1}    3.00{col 67}{space 3}0.003{col 75}{space 4} .0130571{col 88}{space 3} .0621752
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0359607{col 47}{space 2} .0187847{col 58}{space 1}    1.91{col 67}{space 3}0.056{col 75}{space 4}-.0008566{col 88}{space 3} .0727781
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.47e-07{col 47}{space 2} 1.04e-07{col 58}{space 1}   -1.41{col 67}{space 3}0.157{col 75}{space 4}-3.50e-07{col 88}{space 3} 5.67e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 9.34e-09{col 47}{space 2} 3.99e-08{col 58}{space 1}    0.23{col 67}{space 3}0.815{col 75}{space 4}-6.88e-08{col 88}{space 3} 8.75e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001702{col 47}{space 2} .0006869{col 58}{space 1}   -0.25{col 67}{space 3}0.804{col 75}{space 4}-.0015165{col 88}{space 3} .0011762
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000817{col 47}{space 2} .0001427{col 58}{space 1}   -0.57{col 67}{space 3}0.567{col 75}{space 4}-.0003614{col 88}{space 3} .0001981
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0243199{col 47}{space 2} .0511414{col 58}{space 1}    0.48{col 67}{space 3}0.634{col 75}{space 4}-.0759153{col 88}{space 3} .1245551
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0983698{col 47}{space 2} .0540361{col 58}{space 1}    1.82{col 67}{space 3}0.069{col 75}{space 4}-.0075391{col 88}{space 3} .2042786
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.1022408{col 47}{space 2} .0442967{col 58}{space 1}   -2.31{col 67}{space 3}0.021{col 75}{space 4}-.1890607{col 88}{space 3}-.0154209
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0514699{col 47}{space 2} .0468021{col 58}{space 1}   -1.10{col 67}{space 3}0.271{col 75}{space 4}-.1432004{col 88}{space 3} .0402606
{txt}{space 33} {c |}
{space 19}year_secschool {c |}
{space 28}1951  {c |}{col 35}{res}{space 2}  .068869{col 47}{space 2} .0475567{col 58}{space 1}    1.45{col 67}{space 3}0.148{col 75}{space 4}-.0243405{col 88}{space 3} .1620785
{txt}{space 28}1952  {c |}{col 35}{res}{space 2}-.0200512{col 47}{space 2} .0504488{col 58}{space 1}   -0.40{col 67}{space 3}0.691{col 75}{space 4} -.118929{col 88}{space 3} .0788267
{txt}{space 28}1953  {c |}{col 35}{res}{space 2} .0567134{col 47}{space 2} .0502162{col 58}{space 1}    1.13{col 67}{space 3}0.259{col 75}{space 4}-.0417086{col 88}{space 3} .1551354
{txt}{space 28}1954  {c |}{col 35}{res}{space 2} .0594541{col 47}{space 2} .0550017{col 58}{space 1}    1.08{col 67}{space 3}0.280{col 75}{space 4}-.0483472{col 88}{space 3} .1672553
{txt}{space 28}1955  {c |}{col 35}{res}{space 2} .0143063{col 47}{space 2} .0611175{col 58}{space 1}    0.23{col 67}{space 3}0.815{col 75}{space 4}-.1054818{col 88}{space 3} .1340944
{txt}{space 28}1956  {c |}{col 35}{res}{space 2} .0937682{col 47}{space 2} .0696806{col 58}{space 1}    1.35{col 67}{space 3}0.178{col 75}{space 4}-.0428032{col 88}{space 3} .2303397
{txt}{space 28}1957  {c |}{col 35}{res}{space 2} .0860577{col 47}{space 2} .0697503{col 58}{space 1}    1.23{col 67}{space 3}0.217{col 75}{space 4}-.0506503{col 88}{space 3} .2227657
{txt}{space 28}1958  {c |}{col 35}{res}{space 2} .0293944{col 47}{space 2} .0757674{col 58}{space 1}    0.39{col 67}{space 3}0.698{col 75}{space 4} -.119107{col 88}{space 3} .1778957
{txt}{space 28}1959  {c |}{col 35}{res}{space 2} .1260483{col 47}{space 2} .0806317{col 58}{space 1}    1.56{col 67}{space 3}0.118{col 75}{space 4} -.031987{col 88}{space 3} .2840835
{txt}{space 28}1960  {c |}{col 35}{res}{space 2} .1210233{col 47}{space 2} .0867028{col 58}{space 1}    1.40{col 67}{space 3}0.163{col 75}{space 4} -.048911{col 88}{space 3} .2909576
{txt}{space 28}1961  {c |}{col 35}{res}{space 2} .1105726{col 47}{space 2} .0933416{col 58}{space 1}    1.18{col 67}{space 3}0.236{col 75}{space 4}-.0723736{col 88}{space 3} .2935189
{txt}{space 28}1962  {c |}{col 35}{res}{space 2} .1602272{col 47}{space 2} .1009763{col 58}{space 1}    1.59{col 67}{space 3}0.113{col 75}{space 4}-.0376827{col 88}{space 3} .3581371
{txt}{space 28}1963  {c |}{col 35}{res}{space 2} .1260455{col 47}{space 2} .1073791{col 58}{space 1}    1.17{col 67}{space 3}0.240{col 75}{space 4}-.0844137{col 88}{space 3} .3365047
{txt}{space 28}1964  {c |}{col 35}{res}{space 2} .1369466{col 47}{space 2} .1151783{col 58}{space 1}    1.19{col 67}{space 3}0.234{col 75}{space 4}-.0887987{col 88}{space 3} .3626919
{txt}{space 28}1965  {c |}{col 35}{res}{space 2} .1265495{col 47}{space 2} .1222876{col 58}{space 1}    1.03{col 67}{space 3}0.301{col 75}{space 4}-.1131297{col 88}{space 3} .3662288
{txt}{space 28}1966  {c |}{col 35}{res}{space 2} .1325227{col 47}{space 2} .1284425{col 58}{space 1}    1.03{col 67}{space 3}0.302{col 75}{space 4}-.1192199{col 88}{space 3} .3842654
{txt}{space 28}1967  {c |}{col 35}{res}{space 2} .1482836{col 47}{space 2}   .13391{col 58}{space 1}    1.11{col 67}{space 3}0.268{col 75}{space 4}-.1141751{col 88}{space 3} .4107424
{txt}{space 28}1968  {c |}{col 35}{res}{space 2}  .203284{col 47}{space 2} .1411245{col 58}{space 1}    1.44{col 67}{space 3}0.150{col 75}{space 4} -.073315{col 88}{space 3}  .479883
{txt}{space 28}1969  {c |}{col 35}{res}{space 2} .1631111{col 47}{space 2}  .148997{col 58}{space 1}    1.09{col 67}{space 3}0.274{col 75}{space 4}-.1289177{col 88}{space 3} .4551398
{txt}{space 28}1970  {c |}{col 35}{res}{space 2} .1625802{col 47}{space 2} .1565083{col 58}{space 1}    1.04{col 67}{space 3}0.299{col 75}{space 4}-.1441705{col 88}{space 3} .4693309
{txt}{space 28}1971  {c |}{col 35}{res}{space 2} .2243991{col 47}{space 2} .1626415{col 58}{space 1}    1.38{col 67}{space 3}0.168{col 75}{space 4}-.0943724{col 88}{space 3} .5431705
{txt}{space 28}1972  {c |}{col 35}{res}{space 2} .1636388{col 47}{space 2} .1699777{col 58}{space 1}    0.96{col 67}{space 3}0.336{col 75}{space 4}-.1695114{col 88}{space 3}  .496789
{txt}{space 28}1973  {c |}{col 35}{res}{space 2} .2527717{col 47}{space 2} .1772204{col 58}{space 1}    1.43{col 67}{space 3}0.154{col 75}{space 4}-.0945738{col 88}{space 3} .6001172
{txt}{space 28}1974  {c |}{col 35}{res}{space 2} .2084808{col 47}{space 2}  .183968{col 58}{space 1}    1.13{col 67}{space 3}0.257{col 75}{space 4}-.1520898{col 88}{space 3} .5690514
{txt}{space 28}1975  {c |}{col 35}{res}{space 2} .2337746{col 47}{space 2} .1923924{col 58}{space 1}    1.22{col 67}{space 3}0.224{col 75}{space 4}-.1433075{col 88}{space 3} .6108568
{txt}{space 28}1976  {c |}{col 35}{res}{space 2} .2335471{col 47}{space 2} .1992059{col 58}{space 1}    1.17{col 67}{space 3}0.241{col 75}{space 4}-.1568892{col 88}{space 3} .6239834
{txt}{space 28}1977  {c |}{col 35}{res}{space 2} .1857384{col 47}{space 2} .2057609{col 58}{space 1}    0.90{col 67}{space 3}0.367{col 75}{space 4}-.2175455{col 88}{space 3} .5890223
{txt}{space 28}1978  {c |}{col 35}{res}{space 2} .1981584{col 47}{space 2} .2136521{col 58}{space 1}    0.93{col 67}{space 3}0.354{col 75}{space 4}-.2205921{col 88}{space 3} .6169089
{txt}{space 28}1979  {c |}{col 35}{res}{space 2} .1998467{col 47}{space 2}  .220359{col 58}{space 1}    0.91{col 67}{space 3}0.364{col 75}{space 4}-.2320491{col 88}{space 3} .6317425
{txt}{space 28}1980  {c |}{col 35}{res}{space 2} .2246664{col 47}{space 2}  .227949{col 58}{space 1}    0.99{col 67}{space 3}0.324{col 75}{space 4}-.2221053{col 88}{space 3} .6714382
{txt}{space 28}1981  {c |}{col 35}{res}{space 2} .2539241{col 47}{space 2} .2351982{col 58}{space 1}    1.08{col 67}{space 3}0.280{col 75}{space 4}-.2070559{col 88}{space 3} .7149042
{txt}{space 28}1982  {c |}{col 35}{res}{space 2} .1874374{col 47}{space 2} .2426359{col 58}{space 1}    0.77{col 67}{space 3}0.440{col 75}{space 4}-.2881202{col 88}{space 3}  .662995
{txt}{space 28}1983  {c |}{col 35}{res}{space 2} .2103763{col 47}{space 2} .2502449{col 58}{space 1}    0.84{col 67}{space 3}0.401{col 75}{space 4}-.2800947{col 88}{space 3} .7008472
{txt}{space 28}1984  {c |}{col 35}{res}{space 2} .1847652{col 47}{space 2} .2577811{col 58}{space 1}    0.72{col 67}{space 3}0.474{col 75}{space 4}-.3204765{col 88}{space 3}  .690007
{txt}{space 28}1985  {c |}{col 35}{res}{space 2} .2820529{col 47}{space 2} .2645374{col 58}{space 1}    1.07{col 67}{space 3}0.286{col 75}{space 4}-.2364308{col 88}{space 3} .8005366
{txt}{space 28}1986  {c |}{col 35}{res}{space 2} .2817692{col 47}{space 2} .2722096{col 58}{space 1}    1.04{col 67}{space 3}0.301{col 75}{space 4}-.2517519{col 88}{space 3} .8152902
{txt}{space 28}1987  {c |}{col 35}{res}{space 2} .2169049{col 47}{space 2} .2793392{col 58}{space 1}    0.78{col 67}{space 3}0.437{col 75}{space 4}  -.33059{col 88}{space 3} .7643997
{txt}{space 28}1988  {c |}{col 35}{res}{space 2} .2681741{col 47}{space 2}  .286366{col 58}{space 1}    0.94{col 67}{space 3}0.349{col 75}{space 4}-.2930928{col 88}{space 3} .8294411
{txt}{space 28}1989  {c |}{col 35}{res}{space 2} .2779862{col 47}{space 2} .2949913{col 58}{space 1}    0.94{col 67}{space 3}0.346{col 75}{space 4}-.3001861{col 88}{space 3} .8561585
{txt}{space 28}1990  {c |}{col 35}{res}{space 2} .2554588{col 47}{space 2} .3029697{col 58}{space 1}    0.84{col 67}{space 3}0.399{col 75}{space 4}-.3383508{col 88}{space 3} .8492684
{txt}{space 28}1991  {c |}{col 35}{res}{space 2} .2415563{col 47}{space 2} .3081169{col 58}{space 1}    0.78{col 67}{space 3}0.433{col 75}{space 4}-.3623417{col 88}{space 3} .8454543
{txt}{space 28}1992  {c |}{col 35}{res}{space 2} .2746567{col 47}{space 2} .3151312{col 58}{space 1}    0.87{col 67}{space 3}0.383{col 75}{space 4}-.3429891{col 88}{space 3} .8923025
{txt}{space 28}1993  {c |}{col 35}{res}{space 2} .2800263{col 47}{space 2} .3230417{col 58}{space 1}    0.87{col 67}{space 3}0.386{col 75}{space 4}-.3531239{col 88}{space 3} .9131764
{txt}{space 28}1994  {c |}{col 35}{res}{space 2} .2633366{col 47}{space 2} .3301554{col 58}{space 1}    0.80{col 67}{space 3}0.425{col 75}{space 4} -.383756{col 88}{space 3} .9104292
{txt}{space 28}1995  {c |}{col 35}{res}{space 2} .2977135{col 47}{space 2} .3375326{col 58}{space 1}    0.88{col 67}{space 3}0.378{col 75}{space 4}-.3638382{col 88}{space 3} .9592652
{txt}{space 28}1996  {c |}{col 35}{res}{space 2} .2690027{col 47}{space 2} .3457321{col 58}{space 1}    0.78{col 67}{space 3}0.437{col 75}{space 4}-.4086198{col 88}{space 3} .9466252
{txt}{space 28}1997  {c |}{col 35}{res}{space 2} .3007889{col 47}{space 2}  .351942{col 58}{space 1}    0.85{col 67}{space 3}0.393{col 75}{space 4}-.3890046{col 88}{space 3} .9905825
{txt}{space 28}1998  {c |}{col 35}{res}{space 2} .2961293{col 47}{space 2} .3598677{col 58}{space 1}    0.82{col 67}{space 3}0.411{col 75}{space 4}-.4091985{col 88}{space 3} 1.001457
{txt}{space 28}1999  {c |}{col 35}{res}{space 2} .2244103{col 47}{space 2} .3670256{col 58}{space 1}    0.61{col 67}{space 3}0.541{col 75}{space 4}-.4949467{col 88}{space 3} .9437672
{txt}{space 28}2000  {c |}{col 35}{res}{space 2}  .332233{col 47}{space 2} .3752732{col 58}{space 1}    0.89{col 67}{space 3}0.376{col 75}{space 4} -.403289{col 88}{space 3} 1.067755
{txt}{space 28}2001  {c |}{col 35}{res}{space 2} .2770958{col 47}{space 2}  .383192{col 58}{space 1}    0.72{col 67}{space 3}0.470{col 75}{space 4}-.4739467{col 88}{space 3} 1.028138
{txt}{space 28}2002  {c |}{col 35}{res}{space 2} .2811617{col 47}{space 2} .3898851{col 58}{space 1}    0.72{col 67}{space 3}0.471{col 75}{space 4} -.482999{col 88}{space 3} 1.045322
{txt}{space 28}2003  {c |}{col 35}{res}{space 2} .3215505{col 47}{space 2} .3964604{col 58}{space 1}    0.81{col 67}{space 3}0.417{col 75}{space 4}-.4554976{col 88}{space 3} 1.098599
{txt}{space 28}2004  {c |}{col 35}{res}{space 2} .3475007{col 47}{space 2}  .404926{col 58}{space 1}    0.86{col 67}{space 3}0.391{col 75}{space 4}-.4461397{col 88}{space 3} 1.141141
{txt}{space 28}2005  {c |}{col 35}{res}{space 2} .2954576{col 47}{space 2} .4122963{col 58}{space 1}    0.72{col 67}{space 3}0.474{col 75}{space 4}-.5126283{col 88}{space 3} 1.103544
{txt}{space 28}2006  {c |}{col 35}{res}{space 2} .2038382{col 47}{space 2} .4202205{col 58}{space 1}    0.49{col 67}{space 3}0.628{col 75}{space 4}-.6197789{col 88}{space 3} 1.027455
{txt}{space 28}2007  {c |}{col 35}{res}{space 2} .2875887{col 47}{space 2} .4266167{col 58}{space 1}    0.67{col 67}{space 3}0.500{col 75}{space 4}-.5485646{col 88}{space 3} 1.123742
{txt}{space 28}2008  {c |}{col 35}{res}{space 2} .2818478{col 47}{space 2} .4343658{col 58}{space 1}    0.65{col 67}{space 3}0.516{col 75}{space 4}-.5694936{col 88}{space 3} 1.133189
{txt}{space 28}2009  {c |}{col 35}{res}{space 2} .2927668{col 47}{space 2} .4417501{col 58}{space 1}    0.66{col 67}{space 3}0.507{col 75}{space 4}-.5730475{col 88}{space 3} 1.158581
{txt}{space 33} {c |}
{space 29}year {c |}
{space 28}2018  {c |}{col 35}{res}{space 2}-.0407154{col 47}{space 2} .0757161{col 58}{space 1}   -0.54{col 67}{space 3}0.591{col 75}{space 4}-.1891162{col 88}{space 3} .1076854
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.3049076{col 47}{space 2} .5051802{col 58}{space 1}   -0.60{col 67}{space 3}0.546{col 75}{space 4}-1.295043{col 88}{space 3} .6852274
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}{hline 29}{c TT}{hline 48}
{col 3}Random-effects parameters{col 30}{c |}{col 34}Estimate{col 45}Std. err.{col 59}[95% conf. interval]
{hline 29}{c +}{hline 48}
{res}BuLaYouth{txt}: Independent{col 30}{c |}
{space 17}var(2.IEdu) {c |}{res}{col 33} 7.93e-07{col 44} .0002623{col 58} 2.0e-288{col 70} 3.2e+275
{txt}{space 17}var(3.IEdu) {c |}{res}{col 33} 3.02e-15{col 44} 6.39e-08{col 58}        0{col 70}        .
{txt}{space 18}var(_cons) {c |}{res}{col 33} .0014995{col 44} .0009534{col 58} .0004313{col 70} .0052137
{txt}{hline 29}{c +}{hline 48}
{col 16}var(Residual){col 30}{c |}{res}{col 33} .0447756{col 44} .0011065{col 58} .0426586{col 70} .0469978
{txt}{hline 29}{c BT}{hline 48}
LR test vs. linear model:{col 27}chi2({res}3{txt}) = {res}13.44{col 59}{txt}Prob > chi2 ={col 73}{res}0.0038

{txt}{p 0 6 4}Note: {help j_mixedlr##|_new:LR test is conservative} and provided only for reference.{p_end}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, fixed portion, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}  .046007{col 38}{space 2} .0416787{col 49}{space 1}    1.10{col 58}{space 3}0.270{col 66}{space 4}-.0356816{col 79}{space 3} .1276957
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0562337{col 38}{space 2} .0333854{col 49}{space 1}   -1.68{col 58}{space 3}0.092{col 66}{space 4} -.121668{col 79}{space 3} .0092005
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0054629{col 38}{space 2} .0367949{col 49}{space 1}   -0.15{col 58}{space 3}0.882{col 66}{space 4}-.0775796{col 79}{space 3} .0666538
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    543{txt}){col 67}= {res}     32.17
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1843
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1622
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1237
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.2116

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          unconvp{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2}  .056206{col 47}{space 2} .0355793{col 58}{space 1}    1.58{col 67}{space 3}0.115{col 75}{space 4}-.0136839{col 88}{space 3} .1260959
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0787364{col 47}{space 2}   .00962{col 58}{space 1}    8.18{col 67}{space 3}0.000{col 75}{space 4} .0598395{col 88}{space 3} .0976333
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1638988{col 47}{space 2} .0119209{col 58}{space 1}   13.75{col 67}{space 3}0.000{col 75}{space 4} .1404821{col 88}{space 3} .1873156
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0105542{col 47}{space 2}   .00839{col 58}{space 1}    1.26{col 67}{space 3}0.209{col 75}{space 4}-.0059266{col 88}{space 3}  .027035
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000375{col 47}{space 2} .0000286{col 58}{space 1}   -1.31{col 67}{space 3}0.190{col 75}{space 4}-.0000936{col 88}{space 3} .0000186
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0294814{col 47}{space 2} .0070127{col 58}{space 1}   -4.20{col 67}{space 3}0.000{col 75}{space 4}-.0432568{col 88}{space 3}-.0157059
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0461557{col 47}{space 2}  .024859{col 58}{space 1}    1.86{col 67}{space 3}0.064{col 75}{space 4}-.0026758{col 88}{space 3} .0949872
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0243614{col 47}{space 2} .0101327{col 58}{space 1}    2.40{col 67}{space 3}0.017{col 75}{space 4} .0044573{col 88}{space 3} .0442655
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0534518{col 47}{space 2} .0158317{col 58}{space 1}    3.38{col 67}{space 3}0.001{col 75}{space 4}  .022353{col 88}{space 3} .0845506
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0369685{col 47}{space 2} .0125122{col 58}{space 1}    2.95{col 67}{space 3}0.003{col 75}{space 4} .0123902{col 88}{space 3} .0615468
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0360995{col 47}{space 2} .0202842{col 58}{space 1}    1.78{col 67}{space 3}0.076{col 75}{space 4}-.0037456{col 88}{space 3} .0759446
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2}-1.82e-09{col 47}{space 2} 3.74e-08{col 58}{space 1}   -0.05{col 67}{space 3}0.961{col 75}{space 4}-7.52e-08{col 88}{space 3} 7.16e-08
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000695{col 47}{space 2} .0001314{col 58}{space 1}   -0.53{col 67}{space 3}0.597{col 75}{space 4}-.0003275{col 88}{space 3} .0001886
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.1136083{col 47}{space 2} .0408039{col 58}{space 1}   -2.78{col 67}{space 3}0.006{col 75}{space 4}-.1937611{col 88}{space 3}-.0334555
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0587278{col 47}{space 2} .0465367{col 58}{space 1}   -1.26{col 67}{space 3}0.208{col 75}{space 4}-.1501419{col 88}{space 3} .0326862
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.1669037{col 47}{space 2} .3585731{col 58}{space 1}   -0.47{col 67}{space 3}0.642{col 75}{space 4}-.8712641{col 88}{space 3} .5374567
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}  .056206{col 38}{space 2} .0355793{col 49}{space 1}    1.58{col 58}{space 3}0.114{col 66}{space 4}-.0135282{col 79}{space 3} .1259401
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0574023{col 38}{space 2} .0305245{col 49}{space 1}   -1.88{col 58}{space 3}0.060{col 66}{space 4}-.1172293{col 79}{space 3} .0024247
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0025219{col 38}{space 2} .0390684{col 49}{space 1}   -0.06{col 58}{space 3}0.949{col 66}{space 4}-.0790946{col 79}{space 3} .0740508
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 8 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    543{txt}){col 67}= {res}     32.34
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1889
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1631
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1243
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.2115

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          unconvp{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0972593{col 47}{space 2} .0444944{col 58}{space 1}    2.19{col 67}{space 3}0.029{col 75}{space 4} .0098569{col 88}{space 3} .1846616
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0779894{col 47}{space 2} .0095964{col 58}{space 1}    8.13{col 67}{space 3}0.000{col 75}{space 4} .0591388{col 88}{space 3} .0968401
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1630787{col 47}{space 2} .0119424{col 58}{space 1}   13.66{col 67}{space 3}0.000{col 75}{space 4} .1396197{col 88}{space 3} .1865377
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0243204{col 47}{space 2} .0102108{col 58}{space 1}    2.38{col 67}{space 3}0.018{col 75}{space 4} .0042629{col 88}{space 3} .0443778
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0529624{col 47}{space 2} .0159786{col 58}{space 1}    3.31{col 67}{space 3}0.001{col 75}{space 4}  .021575{col 88}{space 3} .0843497
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0354247{col 47}{space 2} .0124644{col 58}{space 1}    2.84{col 67}{space 3}0.005{col 75}{space 4} .0109403{col 88}{space 3} .0599091
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .036299{col 47}{space 2} .0203783{col 58}{space 1}    1.78{col 67}{space 3}0.075{col 75}{space 4}-.0037309{col 88}{space 3} .0763289
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0111203{col 47}{space 2}  .008415{col 58}{space 1}    1.32{col 67}{space 3}0.187{col 75}{space 4}-.0054097{col 88}{space 3} .0276502
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000358{col 47}{space 2} .0000285{col 58}{space 1}   -1.26{col 67}{space 3}0.210{col 75}{space 4}-.0000917{col 88}{space 3} .0000202
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0301402{col 47}{space 2}  .007047{col 58}{space 1}   -4.28{col 67}{space 3}0.000{col 75}{space 4}-.0439828{col 88}{space 3}-.0162975
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0507866{col 47}{space 2} .0251059{col 58}{space 1}    2.02{col 67}{space 3}0.044{col 75}{space 4} .0014701{col 88}{space 3} .1001032
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.41e-07{col 47}{space 2} 7.56e-08{col 58}{space 1}    1.87{col 67}{space 3}0.062{col 75}{space 4}-7.12e-09{col 88}{space 3} 2.90e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000236{col 47}{space 2} .0001477{col 58}{space 1}    0.16{col 67}{space 3}0.873{col 75}{space 4}-.0002665{col 88}{space 3} .0003137
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.1211337{col 47}{space 2} .0410624{col 58}{space 1}   -2.95{col 67}{space 3}0.003{col 75}{space 4}-.2017943{col 88}{space 3}-.0404731
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0623149{col 47}{space 2} .0470125{col 58}{space 1}   -1.33{col 67}{space 3}0.186{col 75}{space 4}-.1546635{col 88}{space 3} .0300338
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.1921131{col 47}{space 2}  .359768{col 58}{space 1}   -0.53{col 67}{space 3}0.594{col 75}{space 4}-.8988206{col 88}{space 3} .5145943
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 28}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}                Absorbed FE{col 29}{c |} Categories{col 42} - Redundant{col 54}  = Num. Coefs{col 69}{c |}
{res}{col 1}{text}{hline 28}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}             year_secschool{col 29}{c |}{space 1}       60{col 42}{space 1}        0{col 54}{result}{space 1}       60{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                       year{col 29}{c |}{space 1}        2{col 42}{space 1}        1{col 54}{result}{space 1}        1{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                  BuLaYouth{col 29}{c |}{space 1}       15{col 42}{space 1}        1{col 54}{result}{space 1}       14{col 68}{text}?{col 69}{c |}
{res}{col 1}{text} BuLaYouth#c.year_secschool{col 29}{c |}{space 1}       15{col 42}{space 1}        0{col 54}{result}{space 1}       15{col 68}{text}?{col 69}{c |}
{res}{col 1}{text}{hline 28}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0972593{col 38}{space 2} .0444944{col 49}{space 1}    2.19{col 58}{space 3}0.029{col 66}{space 4} .0100518{col 79}{space 3} .1844668
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0238745{col 38}{space 2}  .038819{col 49}{space 1}   -0.62{col 58}{space 3}0.539{col 66}{space 4}-.0999582{col 79}{space 3} .0522093
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0349444{col 38}{space 2} .0469078{col 49}{space 1}    0.74{col 58}{space 3}0.456{col 66}{space 4}-.0569933{col 79}{space 3} .1268821
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}     28.87
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1751
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1551
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1325
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.2125

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          unconvp{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0141611{col 47}{space 2} .0612493{col 58}{space 1}   -0.23{col 67}{space 3}0.817{col 75}{space 4}-.1344756{col 88}{space 3} .1061534
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0442163{col 47}{space 2} .0388597{col 58}{space 1}    1.14{col 67}{space 3}0.256{col 75}{space 4}-.0321174{col 88}{space 3}   .12055
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0711785{col 47}{space 2} .0137219{col 58}{space 1}    5.19{col 67}{space 3}0.000{col 75}{space 4}  .044224{col 88}{space 3}  .098133
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1379179{col 47}{space 2} .0177023{col 58}{space 1}    7.79{col 67}{space 3}0.000{col 75}{space 4} .1031446{col 88}{space 3} .1726912
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0244974{col 47}{space 2} .0100017{col 58}{space 1}    2.45{col 67}{space 3}0.015{col 75}{space 4} .0048507{col 88}{space 3} .0441441
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0547925{col 47}{space 2} .0160348{col 58}{space 1}    3.42{col 67}{space 3}0.001{col 75}{space 4} .0232946{col 88}{space 3} .0862904
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0378483{col 47}{space 2} .0124448{col 58}{space 1}    3.04{col 67}{space 3}0.002{col 75}{space 4} .0134025{col 88}{space 3} .0622941
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0355412{col 47}{space 2} .0203763{col 58}{space 1}    1.74{col 67}{space 3}0.082{col 75}{space 4}-.0044847{col 88}{space 3} .0755672
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0115796{col 47}{space 2} .0083608{col 58}{space 1}    1.38{col 67}{space 3}0.167{col 75}{space 4} -.004844{col 88}{space 3} .0280031
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000347{col 47}{space 2} .0000286{col 58}{space 1}   -1.21{col 67}{space 3}0.226{col 75}{space 4} -.000091{col 88}{space 3} .0000216
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0276797{col 47}{space 2}  .007056{col 58}{space 1}   -3.92{col 67}{space 3}0.000{col 75}{space 4}-.0415402{col 88}{space 3}-.0138193
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0410085{col 47}{space 2} .0245637{col 58}{space 1}    1.67{col 67}{space 3}0.096{col 75}{space 4} -.007243{col 88}{space 3} .0892601
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0458345{col 47}{space 2} .0454802{col 58}{space 1}    1.01{col 67}{space 3}0.314{col 75}{space 4}-.0435042{col 88}{space 3} .1351732
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1211988{col 47}{space 2}  .051618{col 58}{space 1}    2.35{col 67}{space 3}0.019{col 75}{space 4} .0198033{col 88}{space 3} .2225943
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0990931{col 47}{space 2} .0415366{col 58}{space 1}   -2.39{col 67}{space 3}0.017{col 75}{space 4}-.1806852{col 88}{space 3}-.0175009
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0520915{col 47}{space 2} .0469049{col 58}{space 1}   -1.11{col 67}{space 3}0.267{col 75}{space 4}-.1442288{col 88}{space 3} .0400458
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-9.98e-08{col 47}{space 2} 3.05e-08{col 58}{space 1}   -3.27{col 67}{space 3}0.001{col 75}{space 4}-1.60e-07{col 88}{space 3}-3.99e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.34e-08{col 47}{space 2} 3.70e-08{col 58}{space 1}    0.63{col 67}{space 3}0.526{col 75}{space 4}-4.92e-08{col 88}{space 3} 9.61e-08
{txt}{space 23}B_leftvote {c |}{col 35}{res}{space 2}-.0031083{col 47}{space 2} .0014799{col 58}{space 1}   -2.10{col 67}{space 3}0.036{col 75}{space 4}-.0060154{col 88}{space 3}-.0002012
{txt}{space 23}W_leftvote {c |}{col 35}{res}{space 2}-.0001452{col 47}{space 2} .0012216{col 58}{space 1}   -0.12{col 67}{space 3}0.905{col 75}{space 4}-.0025449{col 88}{space 3} .0022544
{txt}{space 28}_cons {c |}{col 35}{res}{space 2}-.0602878{col 47}{space 2} .3578158{col 58}{space 1}   -0.17{col 67}{space 3}0.866{col 75}{space 4}-.7631605{col 88}{space 3} .6425849
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0442163{col 38}{space 2} .0388597{col 49}{space 1}    1.14{col 58}{space 3}0.255{col 66}{space 4}-.0319473{col 79}{space 3} .1203799
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0548768{col 38}{space 2} .0325582{col 49}{space 1}   -1.69{col 58}{space 3}0.092{col 66}{space 4}-.1186898{col 79}{space 3} .0089362
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0078752{col 38}{space 2} .0399364{col 49}{space 1}   -0.20{col 58}{space 3}0.844{col 66}{space 4}-.0861492{col 79}{space 3} .0703988
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Performing EM optimization ...
{res}
{txt}Performing gradient-based optimization: 
{res}{txt}Iteration 0:{space 2}Log restricted-likelihood = {res: 183.61539}  
Iteration 1:{space 2}Log restricted-likelihood = {res: 184.09596}  
Iteration 2:{space 2}Log restricted-likelihood = {res: 184.15462}  
Iteration 3:{space 2}Log restricted-likelihood = {res: 184.15478}  
Iteration 4:{space 2}Log restricted-likelihood = {res: 184.15478}  
{res}
{txt}Computing standard errors ...
{res}
{txt}Mixed-effects REML regression{col 54}Number of obs{col 70} = {res} 3,264
{txt}Group variable: {res}BuLaYouth{col 54}{txt}Number of groups{col 70} = {res}    15
{txt}{col 54}Obs per group:
{col 67}min = {res}    31
{txt}{col 67}avg = {res} 217.6
{txt}{col 67}max = {res}   772
{col 54}{txt}Wald chi2({res}80{txt}){col 70} = {res}575.43
{txt}Log restricted-likelihood = {res} 184.15478{col 54}{txt}Prob > chi2{col 70} = {res}0.0000

{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}                          unconvp{col 35}{c |} Coefficient{col 47}  Std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0329782{col 47}{space 2} .0804458{col 58}{space 1}    0.41{col 67}{space 3}0.682{col 75}{space 4}-.1246926{col 88}{space 3}  .190649
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1266521{col 47}{space 2} .0483662{col 58}{space 1}    2.62{col 67}{space 3}0.009{col 75}{space 4} .0318562{col 88}{space 3}  .221448
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0390273{col 47}{space 2} .0185837{col 58}{space 1}    2.10{col 67}{space 3}0.036{col 75}{space 4}  .002604{col 88}{space 3} .0754506
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1306566{col 47}{space 2}  .020973{col 58}{space 1}    6.23{col 67}{space 3}0.000{col 75}{space 4} .0895504{col 88}{space 3} .1717629
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0034108{col 47}{space 2} .0079671{col 58}{space 1}    0.43{col 67}{space 3}0.669{col 75}{space 4}-.0122043{col 88}{space 3} .0190259
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} 9.96e-06{col 47}{space 2} .0000286{col 58}{space 1}    0.35{col 67}{space 3}0.728{col 75}{space 4}-.0000461{col 88}{space 3} .0000661
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2} -.020394{col 47}{space 2}  .007615{col 58}{space 1}   -2.68{col 67}{space 3}0.007{col 75}{space 4}-.0353191{col 88}{space 3}-.0054688
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0532017{col 47}{space 2} .0263624{col 58}{space 1}    2.02{col 67}{space 3}0.044{col 75}{space 4} .0015324{col 88}{space 3} .1048709
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0420415{col 47}{space 2} .0103733{col 58}{space 1}    4.05{col 67}{space 3}0.000{col 75}{space 4} .0217102{col 88}{space 3} .0623728
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0836678{col 47}{space 2}  .015852{col 58}{space 1}    5.28{col 67}{space 3}0.000{col 75}{space 4} .0525985{col 88}{space 3}  .114737
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0421242{col 47}{space 2} .0128703{col 58}{space 1}    3.27{col 67}{space 3}0.001{col 75}{space 4} .0168988{col 88}{space 3} .0673496
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0395441{col 47}{space 2} .0191455{col 58}{space 1}    2.07{col 67}{space 3}0.039{col 75}{space 4} .0020195{col 88}{space 3} .0770686
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.17e-07{col 47}{space 2} 1.05e-07{col 58}{space 1}   -1.12{col 67}{space 3}0.265{col 75}{space 4}-3.24e-07{col 88}{space 3} 8.89e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.87e-08{col 47}{space 2} 4.11e-08{col 58}{space 1}    0.70{col 67}{space 3}0.485{col 75}{space 4}-5.18e-08{col 88}{space 3} 1.09e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001719{col 47}{space 2} .0006973{col 58}{space 1}   -0.25{col 67}{space 3}0.805{col 75}{space 4}-.0015386{col 88}{space 3} .0011948
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000419{col 47}{space 2} .0001464{col 58}{space 1}   -0.29{col 67}{space 3}0.775{col 75}{space 4}-.0003289{col 88}{space 3} .0002451
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} -.055527{col 47}{space 2} .0514829{col 58}{space 1}   -1.08{col 67}{space 3}0.281{col 75}{space 4}-.1564316{col 88}{space 3} .0453776
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0389779{col 47}{space 2} .0604834{col 58}{space 1}    0.64{col 67}{space 3}0.519{col 75}{space 4}-.0795674{col 88}{space 3} .1575232
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1424295{col 47}{space 2} .0501595{col 58}{space 1}   -2.84{col 67}{space 3}0.005{col 75}{space 4}-.2407404{col 88}{space 3}-.0441186
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.2305586{col 47}{space 2} .0567322{col 58}{space 1}   -4.06{col 67}{space 3}0.000{col 75}{space 4}-.3417516{col 88}{space 3}-.1193655
{txt}{space 33} {c |}
{space 19}year_secschool {c |}
{space 28}1951  {c |}{col 35}{res}{space 2} .0188109{col 47}{space 2} .0488346{col 58}{space 1}    0.39{col 67}{space 3}0.700{col 75}{space 4}-.0769031{col 88}{space 3} .1145249
{txt}{space 28}1952  {c |}{col 35}{res}{space 2}-.0343997{col 47}{space 2} .0512498{col 58}{space 1}   -0.67{col 67}{space 3}0.502{col 75}{space 4}-.1348474{col 88}{space 3} .0660481
{txt}{space 28}1953  {c |}{col 35}{res}{space 2} .0435606{col 47}{space 2}  .051095{col 58}{space 1}    0.85{col 67}{space 3}0.394{col 75}{space 4}-.0565838{col 88}{space 3} .1437051
{txt}{space 28}1954  {c |}{col 35}{res}{space 2} .0493874{col 47}{space 2} .0562075{col 58}{space 1}    0.88{col 67}{space 3}0.380{col 75}{space 4}-.0607772{col 88}{space 3}  .159552
{txt}{space 28}1955  {c |}{col 35}{res}{space 2}-.0054268{col 47}{space 2} .0624474{col 58}{space 1}   -0.09{col 67}{space 3}0.931{col 75}{space 4}-.1278216{col 88}{space 3} .1169679
{txt}{space 28}1956  {c |}{col 35}{res}{space 2} .0838092{col 47}{space 2} .0714741{col 58}{space 1}    1.17{col 67}{space 3}0.241{col 75}{space 4}-.0562774{col 88}{space 3} .2238959
{txt}{space 28}1957  {c |}{col 35}{res}{space 2} .0535271{col 47}{space 2} .0713405{col 58}{space 1}    0.75{col 67}{space 3}0.453{col 75}{space 4}-.0862978{col 88}{space 3} .1933519
{txt}{space 28}1958  {c |}{col 35}{res}{space 2} .0024963{col 47}{space 2} .0774058{col 58}{space 1}    0.03{col 67}{space 3}0.974{col 75}{space 4}-.1492163{col 88}{space 3} .1542089
{txt}{space 28}1959  {c |}{col 35}{res}{space 2} .1006428{col 47}{space 2} .0827931{col 58}{space 1}    1.22{col 67}{space 3}0.224{col 75}{space 4}-.0616287{col 88}{space 3} .2629144
{txt}{space 28}1960  {c |}{col 35}{res}{space 2} .1034165{col 47}{space 2} .0888791{col 58}{space 1}    1.16{col 67}{space 3}0.245{col 75}{space 4}-.0707834{col 88}{space 3} .2776164
{txt}{space 28}1961  {c |}{col 35}{res}{space 2} .1035861{col 47}{space 2} .0956032{col 58}{space 1}    1.08{col 67}{space 3}0.279{col 75}{space 4}-.0837928{col 88}{space 3} .2909649
{txt}{space 28}1962  {c |}{col 35}{res}{space 2} .1201293{col 47}{space 2} .1035383{col 58}{space 1}    1.16{col 67}{space 3}0.246{col 75}{space 4}-.0828021{col 88}{space 3} .3230607
{txt}{space 28}1963  {c |}{col 35}{res}{space 2} .1075186{col 47}{space 2} .1098417{col 58}{space 1}    0.98{col 67}{space 3}0.328{col 75}{space 4}-.1077672{col 88}{space 3} .3228043
{txt}{space 28}1964  {c |}{col 35}{res}{space 2}  .104688{col 47}{space 2} .1184162{col 58}{space 1}    0.88{col 67}{space 3}0.377{col 75}{space 4}-.1274035{col 88}{space 3} .3367796
{txt}{space 28}1965  {c |}{col 35}{res}{space 2}  .112707{col 47}{space 2}  .125039{col 58}{space 1}    0.90{col 67}{space 3}0.367{col 75}{space 4}-.1323651{col 88}{space 3}  .357779
{txt}{space 28}1966  {c |}{col 35}{res}{space 2} .1405946{col 47}{space 2} .1314867{col 58}{space 1}    1.07{col 67}{space 3}0.285{col 75}{space 4}-.1171147{col 88}{space 3} .3983038
{txt}{space 28}1967  {c |}{col 35}{res}{space 2} .1343922{col 47}{space 2} .1369751{col 58}{space 1}    0.98{col 67}{space 3}0.327{col 75}{space 4}-.1340741{col 88}{space 3} .4028585
{txt}{space 28}1968  {c |}{col 35}{res}{space 2} .1789259{col 47}{space 2} .1444229{col 58}{space 1}    1.24{col 67}{space 3}0.215{col 75}{space 4}-.1041377{col 88}{space 3} .4619895
{txt}{space 28}1969  {c |}{col 35}{res}{space 2} .1398173{col 47}{space 2} .1523673{col 58}{space 1}    0.92{col 67}{space 3}0.359{col 75}{space 4}-.1588171{col 88}{space 3} .4384516
{txt}{space 28}1970  {c |}{col 35}{res}{space 2} .1485508{col 47}{space 2} .1601606{col 58}{space 1}    0.93{col 67}{space 3}0.354{col 75}{space 4}-.1653582{col 88}{space 3} .4624599
{txt}{space 28}1971  {c |}{col 35}{res}{space 2} .1953996{col 47}{space 2} .1664277{col 58}{space 1}    1.17{col 67}{space 3}0.240{col 75}{space 4}-.1307926{col 88}{space 3} .5215919
{txt}{space 28}1972  {c |}{col 35}{res}{space 2} .1531943{col 47}{space 2} .1738583{col 58}{space 1}    0.88{col 67}{space 3}0.378{col 75}{space 4}-.1875617{col 88}{space 3} .4939503
{txt}{space 28}1973  {c |}{col 35}{res}{space 2} .2205485{col 47}{space 2} .1812683{col 58}{space 1}    1.22{col 67}{space 3}0.224{col 75}{space 4}-.1347309{col 88}{space 3} .5758279
{txt}{space 28}1974  {c |}{col 35}{res}{space 2} .1795889{col 47}{space 2}   .18809{col 58}{space 1}    0.95{col 67}{space 3}0.340{col 75}{space 4}-.1890607{col 88}{space 3} .5482386
{txt}{space 28}1975  {c |}{col 35}{res}{space 2} .1941172{col 47}{space 2} .1966752{col 58}{space 1}    0.99{col 67}{space 3}0.324{col 75}{space 4}-.1913591{col 88}{space 3} .5795936
{txt}{space 28}1976  {c |}{col 35}{res}{space 2} .2088493{col 47}{space 2} .2036741{col 58}{space 1}    1.03{col 67}{space 3}0.305{col 75}{space 4}-.1903447{col 88}{space 3} .6080433
{txt}{space 28}1977  {c |}{col 35}{res}{space 2} .1456842{col 47}{space 2} .2104919{col 58}{space 1}    0.69{col 67}{space 3}0.489{col 75}{space 4}-.2668723{col 88}{space 3} .5582406
{txt}{space 28}1978  {c |}{col 35}{res}{space 2} .1601935{col 47}{space 2} .2184703{col 58}{space 1}    0.73{col 67}{space 3}0.463{col 75}{space 4}-.2680005{col 88}{space 3} .5883874
{txt}{space 28}1979  {c |}{col 35}{res}{space 2}  .153427{col 47}{space 2} .2253629{col 58}{space 1}    0.68{col 67}{space 3}0.496{col 75}{space 4}-.2882762{col 88}{space 3} .5951302
{txt}{space 28}1980  {c |}{col 35}{res}{space 2} .1914432{col 47}{space 2} .2329607{col 58}{space 1}    0.82{col 67}{space 3}0.411{col 75}{space 4}-.2651513{col 88}{space 3} .6480378
{txt}{space 28}1981  {c |}{col 35}{res}{space 2} .2179783{col 47}{space 2} .2403384{col 58}{space 1}    0.91{col 67}{space 3}0.364{col 75}{space 4}-.2530763{col 88}{space 3} .6890328
{txt}{space 28}1982  {c |}{col 35}{res}{space 2} .1472497{col 47}{space 2} .2480192{col 58}{space 1}    0.59{col 67}{space 3}0.553{col 75}{space 4}-.3388591{col 88}{space 3} .6333585
{txt}{space 28}1983  {c |}{col 35}{res}{space 2} .1463671{col 47}{space 2} .2560304{col 58}{space 1}    0.57{col 67}{space 3}0.568{col 75}{space 4}-.3554433{col 88}{space 3} .6481775
{txt}{space 28}1984  {c |}{col 35}{res}{space 2} .1299376{col 47}{space 2} .2636954{col 58}{space 1}    0.49{col 67}{space 3}0.622{col 75}{space 4}-.3868958{col 88}{space 3} .6467711
{txt}{space 28}1985  {c |}{col 35}{res}{space 2} .2153165{col 47}{space 2} .2704181{col 58}{space 1}    0.80{col 67}{space 3}0.426{col 75}{space 4}-.3146932{col 88}{space 3} .7453263
{txt}{space 28}1986  {c |}{col 35}{res}{space 2} .2242935{col 47}{space 2} .2784159{col 58}{space 1}    0.81{col 67}{space 3}0.420{col 75}{space 4}-.3213916{col 88}{space 3} .7699786
{txt}{space 28}1987  {c |}{col 35}{res}{space 2} .1466495{col 47}{space 2} .2854931{col 58}{space 1}    0.51{col 67}{space 3}0.607{col 75}{space 4}-.4129066{col 88}{space 3} .7062056
{txt}{space 28}1988  {c |}{col 35}{res}{space 2} .2038504{col 47}{space 2} .2930484{col 58}{space 1}    0.70{col 67}{space 3}0.487{col 75}{space 4} -.370514{col 88}{space 3} .7782147
{txt}{space 28}1989  {c |}{col 35}{res}{space 2}  .193912{col 47}{space 2} .3015635{col 58}{space 1}    0.64{col 67}{space 3}0.520{col 75}{space 4}-.3971415{col 88}{space 3} .7849655
{txt}{space 28}1990  {c |}{col 35}{res}{space 2} .1837312{col 47}{space 2}  .309762{col 58}{space 1}    0.59{col 67}{space 3}0.553{col 75}{space 4}-.4233913{col 88}{space 3} .7908536
{txt}{space 28}1991  {c |}{col 35}{res}{space 2} .1629632{col 47}{space 2} .3149258{col 58}{space 1}    0.52{col 67}{space 3}0.605{col 75}{space 4}-.4542801{col 88}{space 3} .7802065
{txt}{space 28}1992  {c |}{col 35}{res}{space 2} .1966908{col 47}{space 2}  .322081{col 58}{space 1}    0.61{col 67}{space 3}0.541{col 75}{space 4}-.4345764{col 88}{space 3}  .827958
{txt}{space 28}1993  {c |}{col 35}{res}{space 2}  .184322{col 47}{space 2} .3303753{col 58}{space 1}    0.56{col 67}{space 3}0.577{col 75}{space 4}-.4632017{col 88}{space 3} .8318458
{txt}{space 28}1994  {c |}{col 35}{res}{space 2} .1859839{col 47}{space 2}  .337523{col 58}{space 1}    0.55{col 67}{space 3}0.582{col 75}{space 4} -.475549{col 88}{space 3} .8475168
{txt}{space 28}1995  {c |}{col 35}{res}{space 2} .2117429{col 47}{space 2} .3449509{col 58}{space 1}    0.61{col 67}{space 3}0.539{col 75}{space 4}-.4643486{col 88}{space 3} .8878343
{txt}{space 28}1996  {c |}{col 35}{res}{space 2} .1734334{col 47}{space 2} .3532876{col 58}{space 1}    0.49{col 67}{space 3}0.623{col 75}{space 4}-.5189975{col 88}{space 3} .8658644
{txt}{space 28}1997  {c |}{col 35}{res}{space 2} .1960481{col 47}{space 2} .3597664{col 58}{space 1}    0.54{col 67}{space 3}0.586{col 75}{space 4} -.509081{col 88}{space 3} .9011772
{txt}{space 28}1998  {c |}{col 35}{res}{space 2} .1852833{col 47}{space 2} .3677878{col 58}{space 1}    0.50{col 67}{space 3}0.614{col 75}{space 4}-.5355675{col 88}{space 3} .9061341
{txt}{space 28}1999  {c |}{col 35}{res}{space 2} .1007917{col 47}{space 2} .3750694{col 58}{space 1}    0.27{col 67}{space 3}0.788{col 75}{space 4}-.6343309{col 88}{space 3} .8359142
{txt}{space 28}2000  {c |}{col 35}{res}{space 2} .2186381{col 47}{space 2} .3835003{col 58}{space 1}    0.57{col 67}{space 3}0.569{col 75}{space 4}-.5330087{col 88}{space 3} .9702849
{txt}{space 28}2001  {c |}{col 35}{res}{space 2} .1734818{col 47}{space 2} .3918493{col 58}{space 1}    0.44{col 67}{space 3}0.658{col 75}{space 4}-.5945287{col 88}{space 3} .9414922
{txt}{space 28}2002  {c |}{col 35}{res}{space 2} .1739422{col 47}{space 2} .3985887{col 58}{space 1}    0.44{col 67}{space 3}0.663{col 75}{space 4}-.6072774{col 88}{space 3} .9551618
{txt}{space 28}2003  {c |}{col 35}{res}{space 2} .2128206{col 47}{space 2} .4053443{col 58}{space 1}    0.53{col 67}{space 3}0.600{col 75}{space 4}-.5816396{col 88}{space 3} 1.007281
{txt}{space 28}2004  {c |}{col 35}{res}{space 2} .2279839{col 47}{space 2}  .413833{col 58}{space 1}    0.55{col 67}{space 3}0.582{col 75}{space 4}-.5831138{col 88}{space 3} 1.039082
{txt}{space 28}2005  {c |}{col 35}{res}{space 2} .1909347{col 47}{space 2} .4213648{col 58}{space 1}    0.45{col 67}{space 3}0.650{col 75}{space 4}-.6349251{col 88}{space 3} 1.016794
{txt}{space 28}2006  {c |}{col 35}{res}{space 2} .0915991{col 47}{space 2} .4295105{col 58}{space 1}    0.21{col 67}{space 3}0.831{col 75}{space 4}-.7502259{col 88}{space 3} .9334241
{txt}{space 28}2007  {c |}{col 35}{res}{space 2}  .189135{col 47}{space 2} .4360973{col 58}{space 1}    0.43{col 67}{space 3}0.665{col 75}{space 4}-.6655999{col 88}{space 3}  1.04387
{txt}{space 28}2008  {c |}{col 35}{res}{space 2} .1649688{col 47}{space 2} .4440174{col 58}{space 1}    0.37{col 67}{space 3}0.710{col 75}{space 4}-.7052892{col 88}{space 3} 1.035227
{txt}{space 28}2009  {c |}{col 35}{res}{space 2} .1597582{col 47}{space 2} .4515891{col 58}{space 1}    0.35{col 67}{space 3}0.724{col 75}{space 4}-.7253402{col 88}{space 3} 1.044857
{txt}{space 33} {c |}
{space 29}year {c |}
{space 28}2018  {c |}{col 35}{res}{space 2}-.0145492{col 47}{space 2} .0773889{col 58}{space 1}   -0.19{col 67}{space 3}0.851{col 75}{space 4}-.1662286{col 88}{space 3} .1371303
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.0720422{col 47}{space 2} .5165883{col 58}{space 1}   -0.14{col 67}{space 3}0.889{col 75}{space 4}-1.084537{col 88}{space 3} .9404524
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}{hline 29}{c TT}{hline 48}
{col 3}Random-effects parameters{col 30}{c |}{col 34}Estimate{col 45}Std. err.{col 59}[95% conf. interval]
{hline 29}{c +}{hline 48}
{res}BuLaYouth{txt}: Independent{col 30}{c |}
{space 14}var(2.edu3cat) {c |}{res}{col 33} .0000824{col 44} .0003313{col 58} 3.12e-08{col 70} .2177366
{txt}{space 14}var(3.edu3cat) {c |}{res}{col 33} 1.17e-13{col 44} 2.80e-10{col 58}        0{col 70}        .
{txt}{space 18}var(_cons) {c |}{res}{col 33} .0015163{col 44} .0009877{col 58}  .000423{col 70} .0054355
{txt}{hline 29}{c +}{hline 48}
{col 16}var(Residual){col 30}{c |}{res}{col 33} .0453862{col 44} .0011415{col 58} .0432032{col 70} .0476795
{txt}{hline 29}{c BT}{hline 48}
LR test vs. linear model:{col 27}chi2({res}3{txt}) = {res}12.79{col 59}{txt}Prob > chi2 ={col 73}{res}0.0051

{txt}{p 0 6 4}Note: {help j_mixedlr##|_new:LR test is conservative} and provided only for reference.{p_end}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, fixed portion, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1266521{col 38}{space 2} .0483662{col 49}{space 1}    2.62{col 58}{space 3}0.009{col 66}{space 4} .0318562{col 79}{space 3}  .221448
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0157774{col 38}{space 2} .0312067{col 49}{space 1}   -0.51{col 58}{space 3}0.613{col 66}{space 4}-.0769414{col 79}{space 3} .0453867
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.1039064{col 38}{space 2} .0410294{col 49}{space 1}   -2.53{col 58}{space 3}0.011{col 66}{space 4}-.1843225{col 79}{space 3}-.0234903
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    541{txt}){col 67}= {res}     27.89
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1756
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1525
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1133
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.2131

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          unconvp{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1237364{col 47}{space 2} .0452062{col 58}{space 1}    2.74{col 67}{space 3}0.006{col 75}{space 4} .0349351{col 88}{space 3} .2125377
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0242957{col 47}{space 2} .0122912{col 58}{space 1}    1.98{col 67}{space 3}0.049{col 75}{space 4} .0001514{col 88}{space 3}   .04844
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1395158{col 47}{space 2} .0149659{col 58}{space 1}    9.32{col 67}{space 3}0.000{col 75}{space 4} .1101174{col 88}{space 3} .1689141
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0034937{col 47}{space 2} .0088188{col 58}{space 1}    0.40{col 67}{space 3}0.692{col 75}{space 4}-.0138296{col 88}{space 3}  .020817
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} 7.66e-06{col 47}{space 2} .0000306{col 58}{space 1}    0.25{col 67}{space 3}0.802{col 75}{space 4}-.0000524{col 88}{space 3} .0000677
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2} -.020812{col 47}{space 2} .0073749{col 58}{space 1}   -2.82{col 67}{space 3}0.005{col 75}{space 4}-.0352989{col 88}{space 3}-.0063251
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0538633{col 47}{space 2} .0245511{col 58}{space 1}    2.19{col 67}{space 3}0.029{col 75}{space 4} .0056362{col 88}{space 3} .1020903
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0409522{col 47}{space 2} .0103494{col 58}{space 1}    3.96{col 67}{space 3}0.000{col 75}{space 4} .0206223{col 88}{space 3} .0612821
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0833955{col 47}{space 2} .0158907{col 58}{space 1}    5.25{col 67}{space 3}0.000{col 75}{space 4} .0521805{col 88}{space 3} .1146105
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0417193{col 47}{space 2} .0132722{col 58}{space 1}    3.14{col 67}{space 3}0.002{col 75}{space 4} .0156479{col 88}{space 3} .0677907
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .039852{col 47}{space 2} .0208747{col 58}{space 1}    1.91{col 67}{space 3}0.057{col 75}{space 4}-.0011534{col 88}{space 3} .0808573
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2} 2.11e-08{col 47}{space 2} 3.86e-08{col 58}{space 1}    0.55{col 67}{space 3}0.585{col 75}{space 4}-5.48e-08{col 88}{space 3} 9.70e-08
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000346{col 47}{space 2} .0001369{col 58}{space 1}   -0.25{col 67}{space 3}0.800{col 75}{space 4}-.0003034{col 88}{space 3} .0002342
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1390371{col 47}{space 2} .0501177{col 58}{space 1}   -2.77{col 67}{space 3}0.006{col 75}{space 4}-.2374863{col 88}{space 3}-.0405879
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.2296972{col 47}{space 2} .0566665{col 58}{space 1}   -4.05{col 67}{space 3}0.000{col 75}{space 4}-.3410105{col 88}{space 3}-.1183839
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .0536983{col 47}{space 2}  .374701{col 58}{space 1}    0.14{col 67}{space 3}0.886{col 75}{space 4}-.6823488{col 88}{space 3} .7897454
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1237364{col 38}{space 2} .0452062{col 49}{space 1}    2.74{col 58}{space 3}0.006{col 66}{space 4} .0351338{col 79}{space 3}  .212339
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0153007{col 38}{space 2} .0273947{col 49}{space 1}   -0.56{col 58}{space 3}0.576{col 66}{space 4}-.0689933{col 79}{space 3} .0383919
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.1059608{col 38}{space 2}  .041967{col 49}{space 1}   -2.52{col 58}{space 3}0.012{col 66}{space 4}-.1882145{col 79}{space 3}-.0237071
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 8 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    541{txt}){col 67}= {res}     27.90
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1796
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1526
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1134
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.2131

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          unconvp{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1540986{col 47}{space 2} .0540746{col 58}{space 1}    2.85{col 67}{space 3}0.005{col 75}{space 4} .0478768{col 88}{space 3} .2603204
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0233786{col 47}{space 2} .0123837{col 58}{space 1}    1.89{col 67}{space 3}0.060{col 75}{space 4}-.0009473{col 88}{space 3} .0477046
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1383005{col 47}{space 2} .0150175{col 58}{space 1}    9.21{col 67}{space 3}0.000{col 75}{space 4} .1088007{col 88}{space 3} .1678003
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .041192{col 47}{space 2} .0104213{col 58}{space 1}    3.95{col 67}{space 3}0.000{col 75}{space 4} .0207208{col 88}{space 3} .0616633
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0829086{col 47}{space 2} .0160253{col 58}{space 1}    5.17{col 67}{space 3}0.000{col 75}{space 4} .0514291{col 88}{space 3}  .114388
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0408347{col 47}{space 2} .0132871{col 58}{space 1}    3.07{col 67}{space 3}0.002{col 75}{space 4} .0147341{col 88}{space 3} .0669354
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0404391{col 47}{space 2} .0210132{col 58}{space 1}    1.92{col 67}{space 3}0.055{col 75}{space 4}-.0008384{col 88}{space 3} .0817166
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0042865{col 47}{space 2} .0088614{col 58}{space 1}    0.48{col 67}{space 3}0.629{col 75}{space 4}-.0131205{col 88}{space 3} .0216935
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} 8.69e-06{col 47}{space 2} .0000306{col 58}{space 1}    0.28{col 67}{space 3}0.777{col 75}{space 4}-.0000514{col 88}{space 3} .0000688
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0214416{col 47}{space 2} .0074141{col 58}{space 1}   -2.89{col 67}{space 3}0.004{col 75}{space 4}-.0360055{col 88}{space 3}-.0068777
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0574736{col 47}{space 2} .0247689{col 58}{space 1}    2.32{col 67}{space 3}0.021{col 75}{space 4} .0088186{col 88}{space 3} .1061286
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.00e-07{col 47}{space 2} 7.77e-08{col 58}{space 1}    1.29{col 67}{space 3}0.197{col 75}{space 4}-5.23e-08{col 88}{space 3} 2.53e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000411{col 47}{space 2} .0001534{col 58}{space 1}    0.27{col 67}{space 3}0.789{col 75}{space 4}-.0002601{col 88}{space 3} .0003423
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1447346{col 47}{space 2} .0513803{col 58}{space 1}   -2.82{col 67}{space 3}0.005{col 75}{space 4} -.245664{col 88}{space 3}-.0438052
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.2312217{col 47}{space 2} .0575221{col 58}{space 1}   -4.02{col 67}{space 3}0.000{col 75}{space 4}-.3442157{col 88}{space 3}-.1182278
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .0177984{col 47}{space 2}   .37692{col 58}{space 1}    0.05{col 67}{space 3}0.962{col 75}{space 4}-.7226076{col 88}{space 3} .7582044
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 28}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}                Absorbed FE{col 29}{c |} Categories{col 42} - Redundant{col 54}  = Num. Coefs{col 69}{c |}
{res}{col 1}{text}{hline 28}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}             year_secschool{col 29}{c |}{space 1}       60{col 42}{space 1}        0{col 54}{result}{space 1}       60{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                       year{col 29}{c |}{space 1}        2{col 42}{space 1}        1{col 54}{result}{space 1}        1{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                  BuLaYouth{col 29}{c |}{space 1}       15{col 42}{space 1}        1{col 54}{result}{space 1}       14{col 68}{text}?{col 69}{c |}
{res}{col 1}{text} BuLaYouth#c.year_secschool{col 29}{c |}{space 1}       15{col 42}{space 1}        0{col 54}{result}{space 1}       15{col 68}{text}?{col 69}{c |}
{res}{col 1}{text}{hline 28}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1540986{col 38}{space 2} .0540746{col 49}{space 1}    2.85{col 58}{space 3}0.004{col 66}{space 4} .0481144{col 79}{space 3} .2600828
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}  .009364{col 38}{space 2} .0370732{col 49}{space 1}    0.25{col 58}{space 3}0.801{col 66}{space 4}-.0632982{col 79}{space 3} .0820262
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0771231{col 38}{space 2} .0479229{col 49}{space 1}   -1.61{col 58}{space 3}0.108{col 66}{space 4}-.1710504{col 79}{space 3} .0168041
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     23.08
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1663
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1454
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1224
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.2140

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          unconvp{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0963799{col 47}{space 2} .0656047{col 58}{space 1}    1.47{col 67}{space 3}0.142{col 75}{space 4}-.0324914{col 88}{space 3} .2252511
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1264919{col 47}{space 2} .0465251{col 58}{space 1}    2.72{col 67}{space 3}0.007{col 75}{space 4} .0350998{col 88}{space 3} .2178839
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0442147{col 47}{space 2} .0168873{col 58}{space 1}    2.62{col 67}{space 3}0.009{col 75}{space 4} .0110421{col 88}{space 3} .0773873
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1381817{col 47}{space 2} .0214322{col 58}{space 1}    6.45{col 67}{space 3}0.000{col 75}{space 4} .0960812{col 88}{space 3} .1802822
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0439255{col 47}{space 2} .0101662{col 58}{space 1}    4.32{col 67}{space 3}0.000{col 75}{space 4} .0239555{col 88}{space 3} .0638955
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0852916{col 47}{space 2} .0159997{col 58}{space 1}    5.33{col 67}{space 3}0.000{col 75}{space 4} .0538624{col 88}{space 3} .1167207
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0422682{col 47}{space 2} .0132257{col 58}{space 1}    3.20{col 67}{space 3}0.001{col 75}{space 4} .0162883{col 88}{space 3} .0682482
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0386759{col 47}{space 2} .0208796{col 58}{space 1}    1.85{col 67}{space 3}0.065{col 75}{space 4}-.0023392{col 88}{space 3} .0796909
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0046388{col 47}{space 2}  .008769{col 58}{space 1}    0.53{col 67}{space 3}0.597{col 75}{space 4}-.0125868{col 88}{space 3} .0218643
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} 9.52e-06{col 47}{space 2} .0000306{col 58}{space 1}    0.31{col 67}{space 3}0.756{col 75}{space 4}-.0000506{col 88}{space 3} .0000696
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}   -.0192{col 47}{space 2} .0073964{col 58}{space 1}   -2.60{col 67}{space 3}0.010{col 75}{space 4}-.0337292{col 88}{space 3}-.0046709
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0500182{col 47}{space 2} .0243247{col 58}{space 1}    2.06{col 67}{space 3}0.040{col 75}{space 4} .0022357{col 88}{space 3} .0978007
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} -.075839{col 47}{space 2}  .046727{col 58}{space 1}   -1.62{col 67}{space 3}0.105{col 75}{space 4}-.1676275{col 88}{space 3} .0159496
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0153967{col 47}{space 2} .0643121{col 58}{space 1}    0.24{col 67}{space 3}0.811{col 75}{space 4}-.1109353{col 88}{space 3} .1417287
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1454313{col 47}{space 2} .0500705{col 58}{space 1}   -2.90{col 67}{space 3}0.004{col 75}{space 4}-.2437877{col 88}{space 3}-.0470749
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.2410006{col 47}{space 2} .0564405{col 58}{space 1}   -4.27{col 67}{space 3}0.000{col 75}{space 4}  -.35187{col 88}{space 3}-.1301312
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.10e-07{col 47}{space 2} 3.17e-08{col 58}{space 1}   -3.48{col 67}{space 3}0.001{col 75}{space 4}-1.72e-07{col 88}{space 3}-4.80e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.26e-08{col 47}{space 2} 3.81e-08{col 58}{space 1}    0.86{col 67}{space 3}0.393{col 75}{space 4}-4.22e-08{col 88}{space 3} 1.07e-07
{txt}{space 23}B_leftvote {c |}{col 35}{res}{space 2}-.0028097{col 47}{space 2} .0015179{col 58}{space 1}   -1.85{col 67}{space 3}0.065{col 75}{space 4}-.0057915{col 88}{space 3} .0001721
{txt}{space 23}W_leftvote {c |}{col 35}{res}{space 2} .0008467{col 47}{space 2} .0012402{col 58}{space 1}    0.68{col 67}{space 3}0.495{col 75}{space 4}-.0015895{col 88}{space 3} .0032829
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .1197135{col 47}{space 2} .3723366{col 58}{space 1}    0.32{col 67}{space 3}0.748{col 75}{space 4}-.6116892{col 88}{space 3} .8511162
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1264919{col 38}{space 2} .0465251{col 49}{space 1}    2.72{col 58}{space 3}0.007{col 66}{space 4} .0353043{col 79}{space 3} .2176794
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0189394{col 38}{space 2} .0296748{col 49}{space 1}   -0.64{col 58}{space 3}0.523{col 66}{space 4}-.0771009{col 79}{space 3}  .039222
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.1145088{col 38}{space 2} .0429307{col 49}{space 1}   -2.67{col 58}{space 3}0.008{col 66}{space 4}-.1986514{col 79}{space 3}-.0303661
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Performing EM optimization ...
{res}
{txt}Performing gradient-based optimization: 
{res}{txt}Iteration 0:{space 2}Log restricted-likelihood = {res: 597.15957}  
Iteration 1:{space 2}Log restricted-likelihood = {res: 597.62682}  
Iteration 2:{space 2}Log restricted-likelihood = {res: 597.84142}  
Iteration 3:{space 2}Log restricted-likelihood = {res: 597.84155}  
Iteration 4:{space 2}Log restricted-likelihood = {res: 597.84155}  
{res}
{txt}Computing standard errors ...
{res}
{txt}Mixed-effects REML regression{col 53}Number of obs{col 69} = {res} 11,521
{txt}Group variable: {res}BuLaYouth{col 53}{txt}Number of groups{col 69} = {res}     15
{txt}{col 53}Obs per group:
{col 66}min = {res}     77
{txt}{col 66}avg = {res}  768.1
{txt}{col 66}max = {res}  2,793
{col 53}{txt}Wald chi2({res}85{txt}){col 69} = {res}2818.04
{txt}Log restricted-likelihood = {res} 597.84155{col 53}{txt}Prob > chi2{col 69} = {res} 0.0000

{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  Std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0857868{col 47}{space 2} .0465541{col 58}{space 1}   -1.84{col 67}{space 3}0.065{col 75}{space 4} -.177031{col 88}{space 3} .0054575
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0488966{col 47}{space 2} .0233439{col 58}{space 1}    2.09{col 67}{space 3}0.036{col 75}{space 4} .0031433{col 88}{space 3} .0946499
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0877452{col 47}{space 2} .0101914{col 58}{space 1}    8.61{col 67}{space 3}0.000{col 75}{space 4} .0677704{col 88}{space 3} .1077199
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1696066{col 47}{space 2} .0097998{col 58}{space 1}   17.31{col 67}{space 3}0.000{col 75}{space 4} .1503993{col 88}{space 3} .1888138
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0000327{col 47}{space 2} .0045204{col 58}{space 1}   -0.01{col 67}{space 3}0.994{col 75}{space 4}-.0088924{col 88}{space 3}  .008827
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000368{col 47}{space 2} .0000188{col 58}{space 1}   -1.96{col 67}{space 3}0.050{col 75}{space 4}-.0000737{col 88}{space 3} 4.09e-08
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1100592{col 47}{space 2} .0042074{col 58}{space 1}  -26.16{col 67}{space 3}0.000{col 75}{space 4}-.1183056{col 88}{space 3}-.1018128
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .047229{col 47}{space 2} .0140966{col 58}{space 1}    3.35{col 67}{space 3}0.001{col 75}{space 4} .0196002{col 88}{space 3} .0748579
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0135047{col 47}{space 2} .0057947{col 58}{space 1}    2.33{col 67}{space 3}0.020{col 75}{space 4} .0021473{col 88}{space 3} .0248621
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0342147{col 47}{space 2} .0087305{col 58}{space 1}    3.92{col 67}{space 3}0.000{col 75}{space 4} .0171033{col 88}{space 3} .0513261
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .021886{col 47}{space 2} .0070573{col 58}{space 1}    3.10{col 67}{space 3}0.002{col 75}{space 4}  .008054{col 88}{space 3}  .035718
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0387269{col 47}{space 2} .0104578{col 58}{space 1}    3.70{col 67}{space 3}0.000{col 75}{space 4} .0182301{col 88}{space 3} .0592238
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-3.51e-08{col 47}{space 2} 5.58e-08{col 58}{space 1}   -0.63{col 67}{space 3}0.529{col 75}{space 4}-1.44e-07{col 88}{space 3} 7.42e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.84e-08{col 47}{space 2} 2.29e-08{col 58}{space 1}    0.81{col 67}{space 3}0.420{col 75}{space 4}-2.64e-08{col 88}{space 3} 6.33e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0003467{col 47}{space 2} .0003726{col 58}{space 1}    0.93{col 67}{space 3}0.352{col 75}{space 4}-.0003835{col 88}{space 3} .0010769
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0002029{col 47}{space 2} .0000826{col 58}{space 1}   -2.46{col 67}{space 3}0.014{col 75}{space 4}-.0003649{col 88}{space 3} -.000041
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .031732{col 47}{space 2} .0318982{col 58}{space 1}    0.99{col 67}{space 3}0.320{col 75}{space 4}-.0307873{col 88}{space 3} .0942512
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0221986{col 47}{space 2} .0304957{col 58}{space 1}    0.73{col 67}{space 3}0.467{col 75}{space 4}-.0375718{col 88}{space 3}  .081969
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.1046916{col 47}{space 2} .0247107{col 58}{space 1}   -4.24{col 67}{space 3}0.000{col 75}{space 4}-.1531237{col 88}{space 3}-.0562595
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0383381{col 47}{space 2} .0263332{col 58}{space 1}   -1.46{col 67}{space 3}0.145{col 75}{space 4}-.0899502{col 88}{space 3}  .013274
{txt}{space 33} {c |}
{space 19}year_secschool {c |}
{space 28}1951  {c |}{col 35}{res}{space 2}-.0068877{col 47}{space 2} .0263411{col 58}{space 1}   -0.26{col 67}{space 3}0.794{col 75}{space 4}-.0585154{col 88}{space 3} .0447399
{txt}{space 28}1952  {c |}{col 35}{res}{space 2}  .026584{col 47}{space 2} .0277989{col 58}{space 1}    0.96{col 67}{space 3}0.339{col 75}{space 4}-.0279009{col 88}{space 3} .0810689
{txt}{space 28}1953  {c |}{col 35}{res}{space 2}  .035012{col 47}{space 2} .0272462{col 58}{space 1}    1.29{col 67}{space 3}0.199{col 75}{space 4}-.0183896{col 88}{space 3} .0884135
{txt}{space 28}1954  {c |}{col 35}{res}{space 2}-.0092257{col 47}{space 2} .0303112{col 58}{space 1}   -0.30{col 67}{space 3}0.761{col 75}{space 4}-.0686345{col 88}{space 3} .0501831
{txt}{space 28}1955  {c |}{col 35}{res}{space 2} .0050172{col 47}{space 2} .0338237{col 58}{space 1}    0.15{col 67}{space 3}0.882{col 75}{space 4}-.0612759{col 88}{space 3} .0713104
{txt}{space 28}1956  {c |}{col 35}{res}{space 2}-.0102271{col 47}{space 2} .0368155{col 58}{space 1}   -0.28{col 67}{space 3}0.781{col 75}{space 4}-.0823842{col 88}{space 3}   .06193
{txt}{space 28}1957  {c |}{col 35}{res}{space 2}-.0373669{col 47}{space 2} .0390033{col 58}{space 1}   -0.96{col 67}{space 3}0.338{col 75}{space 4}-.1138119{col 88}{space 3} .0390781
{txt}{space 28}1958  {c |}{col 35}{res}{space 2}-.0029365{col 47}{space 2}  .042157{col 58}{space 1}   -0.07{col 67}{space 3}0.944{col 75}{space 4}-.0855626{col 88}{space 3} .0796896
{txt}{space 28}1959  {c |}{col 35}{res}{space 2} -.052954{col 47}{space 2} .0453809{col 58}{space 1}   -1.17{col 67}{space 3}0.243{col 75}{space 4}-.1418989{col 88}{space 3}  .035991
{txt}{space 28}1960  {c |}{col 35}{res}{space 2}-.0670347{col 47}{space 2} .0490046{col 58}{space 1}   -1.37{col 67}{space 3}0.171{col 75}{space 4}-.1630819{col 88}{space 3} .0290125
{txt}{space 28}1961  {c |}{col 35}{res}{space 2} -.074695{col 47}{space 2}  .052882{col 58}{space 1}   -1.41{col 67}{space 3}0.158{col 75}{space 4}-.1783419{col 88}{space 3} .0289518
{txt}{space 28}1962  {c |}{col 35}{res}{space 2}-.0675861{col 47}{space 2} .0570244{col 58}{space 1}   -1.19{col 67}{space 3}0.236{col 75}{space 4} -.179352{col 88}{space 3} .0441797
{txt}{space 28}1963  {c |}{col 35}{res}{space 2}-.0712992{col 47}{space 2} .0609446{col 58}{space 1}   -1.17{col 67}{space 3}0.242{col 75}{space 4}-.1907483{col 88}{space 3} .0481499
{txt}{space 28}1964  {c |}{col 35}{res}{space 2}-.1048925{col 47}{space 2} .0652936{col 58}{space 1}   -1.61{col 67}{space 3}0.108{col 75}{space 4}-.2328656{col 88}{space 3} .0230807
{txt}{space 28}1965  {c |}{col 35}{res}{space 2}-.1097045{col 47}{space 2} .0695789{col 58}{space 1}   -1.58{col 67}{space 3}0.115{col 75}{space 4}-.2460766{col 88}{space 3} .0266677
{txt}{space 28}1966  {c |}{col 35}{res}{space 2}-.1009793{col 47}{space 2}   .07248{col 58}{space 1}   -1.39{col 67}{space 3}0.164{col 75}{space 4}-.2430375{col 88}{space 3} .0410788
{txt}{space 28}1967  {c |}{col 35}{res}{space 2} -.131787{col 47}{space 2} .0762324{col 58}{space 1}   -1.73{col 67}{space 3}0.084{col 75}{space 4}-.2811997{col 88}{space 3} .0176256
{txt}{space 28}1968  {c |}{col 35}{res}{space 2}-.1466201{col 47}{space 2} .0804915{col 58}{space 1}   -1.82{col 67}{space 3}0.069{col 75}{space 4}-.3043805{col 88}{space 3} .0111403
{txt}{space 28}1969  {c |}{col 35}{res}{space 2} -.143848{col 47}{space 2} .0846421{col 58}{space 1}   -1.70{col 67}{space 3}0.089{col 75}{space 4}-.3097435{col 88}{space 3} .0220475
{txt}{space 28}1970  {c |}{col 35}{res}{space 2}-.1476457{col 47}{space 2} .0885072{col 58}{space 1}   -1.67{col 67}{space 3}0.095{col 75}{space 4}-.3211166{col 88}{space 3} .0258251
{txt}{space 28}1971  {c |}{col 35}{res}{space 2}-.1486652{col 47}{space 2} .0926492{col 58}{space 1}   -1.60{col 67}{space 3}0.109{col 75}{space 4}-.3302544{col 88}{space 3} .0329239
{txt}{space 28}1972  {c |}{col 35}{res}{space 2}-.1665113{col 47}{space 2} .0967293{col 58}{space 1}   -1.72{col 67}{space 3}0.085{col 75}{space 4}-.3560973{col 88}{space 3} .0230746
{txt}{space 28}1973  {c |}{col 35}{res}{space 2}-.1583679{col 47}{space 2} .1005274{col 58}{space 1}   -1.58{col 67}{space 3}0.115{col 75}{space 4}-.3553979{col 88}{space 3} .0386621
{txt}{space 28}1974  {c |}{col 35}{res}{space 2}-.1928443{col 47}{space 2} .1048361{col 58}{space 1}   -1.84{col 67}{space 3}0.066{col 75}{space 4}-.3983192{col 88}{space 3} .0126306
{txt}{space 28}1975  {c |}{col 35}{res}{space 2}-.2028769{col 47}{space 2} .1089775{col 58}{space 1}   -1.86{col 67}{space 3}0.063{col 75}{space 4}-.4164689{col 88}{space 3} .0107151
{txt}{space 28}1976  {c |}{col 35}{res}{space 2}-.2029055{col 47}{space 2} .1129985{col 58}{space 1}   -1.80{col 67}{space 3}0.073{col 75}{space 4}-.4243784{col 88}{space 3} .0185674
{txt}{space 28}1977  {c |}{col 35}{res}{space 2}-.1991193{col 47}{space 2} .1171936{col 58}{space 1}   -1.70{col 67}{space 3}0.089{col 75}{space 4}-.4288147{col 88}{space 3}  .030576
{txt}{space 28}1978  {c |}{col 35}{res}{space 2}-.2081933{col 47}{space 2} .1211389{col 58}{space 1}   -1.72{col 67}{space 3}0.086{col 75}{space 4}-.4456212{col 88}{space 3} .0292347
{txt}{space 28}1979  {c |}{col 35}{res}{space 2}-.2197208{col 47}{space 2} .1252659{col 58}{space 1}   -1.75{col 67}{space 3}0.079{col 75}{space 4}-.4652374{col 88}{space 3} .0257958
{txt}{space 28}1980  {c |}{col 35}{res}{space 2}-.2474064{col 47}{space 2} .1296645{col 58}{space 1}   -1.91{col 67}{space 3}0.056{col 75}{space 4}-.5015442{col 88}{space 3} .0067315
{txt}{space 28}1981  {c |}{col 35}{res}{space 2}-.2292413{col 47}{space 2} .1339498{col 58}{space 1}   -1.71{col 67}{space 3}0.087{col 75}{space 4} -.491778{col 88}{space 3} .0332955
{txt}{space 28}1982  {c |}{col 35}{res}{space 2}-.2632146{col 47}{space 2} .1379703{col 58}{space 1}   -1.91{col 67}{space 3}0.056{col 75}{space 4}-.5336315{col 88}{space 3} .0072022
{txt}{space 28}1983  {c |}{col 35}{res}{space 2}-.2653972{col 47}{space 2} .1426411{col 58}{space 1}   -1.86{col 67}{space 3}0.063{col 75}{space 4}-.5449687{col 88}{space 3} .0141743
{txt}{space 28}1984  {c |}{col 35}{res}{space 2}-.2419971{col 47}{space 2} .1462216{col 58}{space 1}   -1.66{col 67}{space 3}0.098{col 75}{space 4}-.5285861{col 88}{space 3} .0445918
{txt}{space 28}1985  {c |}{col 35}{res}{space 2}-.2485925{col 47}{space 2} .1509738{col 58}{space 1}   -1.65{col 67}{space 3}0.100{col 75}{space 4}-.5444957{col 88}{space 3} .0473107
{txt}{space 28}1986  {c |}{col 35}{res}{space 2}-.2737859{col 47}{space 2} .1545237{col 58}{space 1}   -1.77{col 67}{space 3}0.076{col 75}{space 4}-.5766468{col 88}{space 3}  .029075
{txt}{space 28}1987  {c |}{col 35}{res}{space 2}-.2580001{col 47}{space 2} .1591512{col 58}{space 1}   -1.62{col 67}{space 3}0.105{col 75}{space 4}-.5699306{col 88}{space 3} .0539305
{txt}{space 28}1988  {c |}{col 35}{res}{space 2} -.248736{col 47}{space 2} .1629788{col 58}{space 1}   -1.53{col 67}{space 3}0.127{col 75}{space 4}-.5681686{col 88}{space 3} .0706966
{txt}{space 28}1989  {c |}{col 35}{res}{space 2}-.2739309{col 47}{space 2} .1673761{col 58}{space 1}   -1.64{col 67}{space 3}0.102{col 75}{space 4} -.601982{col 88}{space 3} .0541203
{txt}{space 28}1990  {c |}{col 35}{res}{space 2}-.3074714{col 47}{space 2} .1713113{col 58}{space 1}   -1.79{col 67}{space 3}0.073{col 75}{space 4}-.6432353{col 88}{space 3} .0282925
{txt}{space 28}1991  {c |}{col 35}{res}{space 2}-.3111186{col 47}{space 2} .1752356{col 58}{space 1}   -1.78{col 67}{space 3}0.076{col 75}{space 4} -.654574{col 88}{space 3} .0323368
{txt}{space 28}1992  {c |}{col 35}{res}{space 2}-.3092708{col 47}{space 2} .1792318{col 58}{space 1}   -1.73{col 67}{space 3}0.084{col 75}{space 4}-.6605587{col 88}{space 3} .0420171
{txt}{space 28}1993  {c |}{col 35}{res}{space 2} -.306044{col 47}{space 2} .1835887{col 58}{space 1}   -1.67{col 67}{space 3}0.096{col 75}{space 4}-.6658713{col 88}{space 3} .0537832
{txt}{space 28}1994  {c |}{col 35}{res}{space 2}-.3114325{col 47}{space 2} .1876729{col 58}{space 1}   -1.66{col 67}{space 3}0.097{col 75}{space 4}-.6792646{col 88}{space 3} .0563997
{txt}{space 28}1995  {c |}{col 35}{res}{space 2}-.3282267{col 47}{space 2} .1920629{col 58}{space 1}   -1.71{col 67}{space 3}0.087{col 75}{space 4} -.704663{col 88}{space 3} .0482096
{txt}{space 28}1996  {c |}{col 35}{res}{space 2}-.3505472{col 47}{space 2} .1960315{col 58}{space 1}   -1.79{col 67}{space 3}0.074{col 75}{space 4}-.7347618{col 88}{space 3} .0336674
{txt}{space 28}1997  {c |}{col 35}{res}{space 2}-.3463729{col 47}{space 2} .2001567{col 58}{space 1}   -1.73{col 67}{space 3}0.084{col 75}{space 4}-.7386727{col 88}{space 3} .0459269
{txt}{space 28}1998  {c |}{col 35}{res}{space 2}-.3678229{col 47}{space 2} .2044516{col 58}{space 1}   -1.80{col 67}{space 3}0.072{col 75}{space 4}-.7685407{col 88}{space 3} .0328948
{txt}{space 28}1999  {c |}{col 35}{res}{space 2}-.3897964{col 47}{space 2} .2085738{col 58}{space 1}   -1.87{col 67}{space 3}0.062{col 75}{space 4}-.7985935{col 88}{space 3} .0190008
{txt}{space 28}2000  {c |}{col 35}{res}{space 2}-.3778465{col 47}{space 2}  .213017{col 58}{space 1}   -1.77{col 67}{space 3}0.076{col 75}{space 4}-.7953522{col 88}{space 3} .0396591
{txt}{space 28}2001  {c |}{col 35}{res}{space 2}-.3737617{col 47}{space 2} .2172163{col 58}{space 1}   -1.72{col 67}{space 3}0.085{col 75}{space 4}-.7994979{col 88}{space 3} .0519745
{txt}{space 28}2002  {c |}{col 35}{res}{space 2}-.3632419{col 47}{space 2} .2218451{col 58}{space 1}   -1.64{col 67}{space 3}0.102{col 75}{space 4}-.7980504{col 88}{space 3} .0715665
{txt}{space 28}2003  {c |}{col 35}{res}{space 2}-.3956609{col 47}{space 2} .2252232{col 58}{space 1}   -1.76{col 67}{space 3}0.079{col 75}{space 4}-.8370902{col 88}{space 3} .0457684
{txt}{space 28}2004  {c |}{col 35}{res}{space 2}-.4059353{col 47}{space 2}  .230174{col 58}{space 1}   -1.76{col 67}{space 3}0.078{col 75}{space 4} -.857068{col 88}{space 3} .0451974
{txt}{space 28}2005  {c |}{col 35}{res}{space 2}-.4224792{col 47}{space 2} .2343329{col 58}{space 1}   -1.80{col 67}{space 3}0.071{col 75}{space 4}-.8817632{col 88}{space 3} .0368048
{txt}{space 28}2006  {c |}{col 35}{res}{space 2}-.3994381{col 47}{space 2} .2392313{col 58}{space 1}   -1.67{col 67}{space 3}0.095{col 75}{space 4}-.8683228{col 88}{space 3} .0694466
{txt}{space 28}2007  {c |}{col 35}{res}{space 2}-.4254986{col 47}{space 2} .2435819{col 58}{space 1}   -1.75{col 67}{space 3}0.081{col 75}{space 4}-.9029104{col 88}{space 3} .0519132
{txt}{space 28}2008  {c |}{col 35}{res}{space 2}-.3619696{col 47}{space 2} .2497951{col 58}{space 1}   -1.45{col 67}{space 3}0.147{col 75}{space 4}-.8515591{col 88}{space 3} .1276198
{txt}{space 28}2009  {c |}{col 35}{res}{space 2}-.4671644{col 47}{space 2} .2538852{col 58}{space 1}   -1.84{col 67}{space 3}0.066{col 75}{space 4}-.9647702{col 88}{space 3} .0304415
{txt}{space 33} {c |}
{space 29}year {c |}
{space 28}2008  {c |}{col 35}{res}{space 2} .0280038{col 47}{space 2} .0117442{col 58}{space 1}    2.38{col 67}{space 3}0.017{col 75}{space 4} .0049856{col 88}{space 3}  .051022
{txt}{space 28}2010  {c |}{col 35}{res}{space 2} .0299069{col 47}{space 2} .0197496{col 58}{space 1}    1.51{col 67}{space 3}0.130{col 75}{space 4}-.0088017{col 88}{space 3} .0686155
{txt}{space 28}2012  {c |}{col 35}{res}{space 2}-.0025244{col 47}{space 2} .0270271{col 58}{space 1}   -0.09{col 67}{space 3}0.926{col 75}{space 4}-.0554966{col 88}{space 3} .0504478
{txt}{space 28}2014  {c |}{col 35}{res}{space 2} .0850257{col 47}{space 2} .0348701{col 58}{space 1}    2.44{col 67}{space 3}0.015{col 75}{space 4} .0166815{col 88}{space 3} .1533699
{txt}{space 28}2016  {c |}{col 35}{res}{space 2}  .081395{col 47}{space 2} .0432242{col 58}{space 1}    1.88{col 67}{space 3}0.060{col 75}{space 4}-.0033228{col 88}{space 3} .1661129
{txt}{space 28}2018  {c |}{col 35}{res}{space 2} .1144042{col 47}{space 2} .0517464{col 58}{space 1}    2.21{col 67}{space 3}0.027{col 75}{space 4} .0129831{col 88}{space 3} .2158253
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .6748696{col 47}{space 2} .2789174{col 58}{space 1}    2.42{col 67}{space 3}0.016{col 75}{space 4} .1282016{col 88}{space 3} 1.221538
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}{hline 29}{c TT}{hline 48}
{col 3}Random-effects parameters{col 30}{c |}{col 34}Estimate{col 45}Std. err.{col 59}[95% conf. interval]
{hline 29}{c +}{hline 48}
{res}BuLaYouth{txt}: Independent{col 30}{c |}
{space 17}var(2.IEdu) {c |}{res}{col 33} .0000795{col 44} .0001762{col 58} 1.03e-06{col 70} .0061267
{txt}{space 17}var(3.IEdu) {c |}{res}{col 33} 1.04e-15{col 44} 1.94e-12{col 58}        0{col 70}        .
{txt}{space 18}var(_cons) {c |}{res}{col 33} .0004049{col 44}  .000311{col 58} .0000899{col 70} .0018248
{txt}{hline 29}{c +}{hline 48}
{col 16}var(Residual){col 30}{c |}{res}{col 33}  .050132{col 44} .0006636{col 58} .0488482{col 70} .0514496
{txt}{hline 29}{c BT}{hline 48}
LR test vs. linear model:{col 27}chi2({res}3{txt}) = {res}11.74{col 59}{txt}Prob > chi2 ={col 73}{res}0.0083

{txt}{p 0 6 4}Note: {help j_mixedlr##|_new:LR test is conservative} and provided only for reference.{p_end}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,521}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, fixed portion, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0488966{col 38}{space 2} .0233439{col 49}{space 1}    2.09{col 58}{space 3}0.036{col 66}{space 4} .0031433{col 79}{space 3} .0946499
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} -.055795{col 38}{space 2} .0191823{col 49}{space 1}   -2.91{col 58}{space 3}0.004{col 66}{space 4}-.0933917{col 79}{space 3}-.0181983
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0105585{col 38}{space 2} .0212147{col 49}{space 1}    0.50{col 58}{space 3}0.619{col 66}{space 4}-.0310215{col 79}{space 3} .0521386
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,521
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    629{txt}){col 67}= {res}    155.74
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2061
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1996
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1534
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       630{txt}{col 51}Root MSE{col 67}= {res}    0.2239

{txt}{ralign 99:(Std. err. adjusted for {res:630} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0508323{col 47}{space 2} .0220867{col 58}{space 1}    2.30{col 67}{space 3}0.022{col 75}{space 4} .0074597{col 88}{space 3}  .094205
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0972026{col 47}{space 2}  .005947{col 58}{space 1}   16.34{col 67}{space 3}0.000{col 75}{space 4} .0855242{col 88}{space 3}  .108881
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1743842{col 47}{space 2} .0068411{col 58}{space 1}   25.49{col 67}{space 3}0.000{col 75}{space 4} .1609501{col 88}{space 3} .1878184
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0000405{col 47}{space 2} .0041492{col 58}{space 1}    0.01{col 67}{space 3}0.992{col 75}{space 4}-.0081075{col 88}{space 3} .0081885
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000373{col 47}{space 2} .0000183{col 58}{space 1}   -2.04{col 67}{space 3}0.042{col 75}{space 4}-.0000732{col 88}{space 3}-1.36e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1102464{col 47}{space 2} .0042306{col 58}{space 1}  -26.06{col 67}{space 3}0.000{col 75}{space 4}-.1185542{col 88}{space 3}-.1019387
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0482073{col 47}{space 2}  .015304{col 58}{space 1}    3.15{col 67}{space 3}0.002{col 75}{space 4} .0181541{col 88}{space 3} .0782604
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0146041{col 47}{space 2} .0056874{col 58}{space 1}    2.57{col 67}{space 3}0.010{col 75}{space 4} .0034355{col 88}{space 3} .0257728
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0350368{col 47}{space 2} .0080291{col 58}{space 1}    4.36{col 67}{space 3}0.000{col 75}{space 4} .0192698{col 88}{space 3} .0508038
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0218356{col 47}{space 2} .0068494{col 58}{space 1}    3.19{col 67}{space 3}0.002{col 75}{space 4} .0083852{col 88}{space 3}  .035286
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0386467{col 47}{space 2} .0101168{col 58}{space 1}    3.82{col 67}{space 3}0.000{col 75}{space 4} .0187799{col 88}{space 3} .0585135
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2} 8.70e-09{col 47}{space 2} 1.93e-08{col 58}{space 1}    0.45{col 67}{space 3}0.652{col 75}{space 4}-2.92e-08{col 88}{space 3} 4.66e-08
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} -.000199{col 47}{space 2}  .000074{col 58}{space 1}   -2.69{col 67}{space 3}0.007{col 75}{space 4}-.0003443{col 88}{space 3}-.0000537
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} -.111452{col 47}{space 2} .0249386{col 58}{space 1}   -4.47{col 67}{space 3}0.000{col 75}{space 4} -.160425{col 88}{space 3} -.062479
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0454524{col 47}{space 2} .0279388{col 58}{space 1}   -1.63{col 67}{space 3}0.104{col 75}{space 4} -.100317{col 88}{space 3} .0094122
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5094471{col 47}{space 2} .1709738{col 58}{space 1}    2.98{col 67}{space 3}0.003{col 75}{space 4} .1736986{col 88}{space 3} .8451956
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,521}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0508323{col 38}{space 2} .0220867{col 49}{space 1}    2.30{col 58}{space 3}0.021{col 66}{space 4} .0075431{col 79}{space 3} .0941215
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0606196{col 38}{space 2} .0172411{col 49}{space 1}   -3.52{col 58}{space 3}0.000{col 66}{space 4}-.0944116{col 79}{space 3}-.0268277
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0053799{col 38}{space 2} .0203624{col 49}{space 1}    0.26{col 58}{space 3}0.792{col 66}{space 4}-.0345296{col 79}{space 3} .0452894
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,521
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    629{txt}){col 67}= {res}    151.62
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2073
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1997
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1530
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       630{txt}{col 51}Root MSE{col 67}= {res}    0.2239

{txt}{ralign 99:(Std. err. adjusted for {res:630} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0689709{col 47}{space 2} .0284389{col 58}{space 1}    2.43{col 67}{space 3}0.016{col 75}{space 4} .0131242{col 88}{space 3} .1248177
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .097079{col 47}{space 2} .0059667{col 58}{space 1}   16.27{col 67}{space 3}0.000{col 75}{space 4} .0853619{col 88}{space 3}  .108796
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}  .174383{col 47}{space 2} .0068505{col 58}{space 1}   25.46{col 67}{space 3}0.000{col 75}{space 4} .1609303{col 88}{space 3} .1878356
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0143758{col 47}{space 2} .0056795{col 58}{space 1}    2.53{col 67}{space 3}0.012{col 75}{space 4} .0032227{col 88}{space 3} .0255289
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0352085{col 47}{space 2} .0080244{col 58}{space 1}    4.39{col 67}{space 3}0.000{col 75}{space 4} .0194506{col 88}{space 3} .0509664
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .021082{col 47}{space 2}  .006886{col 58}{space 1}    3.06{col 67}{space 3}0.002{col 75}{space 4} .0075596{col 88}{space 3} .0346044
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0375641{col 47}{space 2} .0101701{col 58}{space 1}    3.69{col 67}{space 3}0.000{col 75}{space 4} .0175927{col 88}{space 3} .0575355
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0001238{col 47}{space 2} .0041647{col 58}{space 1}    0.03{col 67}{space 3}0.976{col 75}{space 4}-.0080546{col 88}{space 3} .0083022
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000391{col 47}{space 2} .0000183{col 58}{space 1}   -2.14{col 67}{space 3}0.033{col 75}{space 4}-.0000751{col 88}{space 3}-3.21e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1100337{col 47}{space 2} .0042334{col 58}{space 1}  -25.99{col 67}{space 3}0.000{col 75}{space 4}-.1183471{col 88}{space 3}-.1017203
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0474724{col 47}{space 2} .0153243{col 58}{space 1}    3.10{col 67}{space 3}0.002{col 75}{space 4} .0173795{col 88}{space 3} .0775653
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 4.18e-08{col 47}{space 2} 4.32e-08{col 58}{space 1}    0.97{col 67}{space 3}0.333{col 75}{space 4}-4.30e-08{col 88}{space 3} 1.27e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001939{col 47}{space 2} .0000859{col 58}{space 1}   -2.26{col 67}{space 3}0.024{col 75}{space 4}-.0003625{col 88}{space 3}-.0000252
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.1138517{col 47}{space 2} .0250544{col 58}{space 1}   -4.54{col 67}{space 3}0.000{col 75}{space 4}-.1630521{col 88}{space 3}-.0646513
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0461888{col 47}{space 2}  .028081{col 58}{space 1}   -1.64{col 67}{space 3}0.101{col 75}{space 4}-.1013327{col 88}{space 3} .0089551
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5129505{col 47}{space 2} .1716047{col 58}{space 1}    2.99{col 67}{space 3}0.003{col 75}{space 4}  .175963{col 88}{space 3} .8499381
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 28}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}                Absorbed FE{col 29}{c |} Categories{col 42} - Redundant{col 54}  = Num. Coefs{col 69}{c |}
{res}{col 1}{text}{hline 28}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}             year_secschool{col 29}{c |}{space 1}       60{col 42}{space 1}        0{col 54}{result}{space 1}       60{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                       year{col 29}{c |}{space 1}        7{col 42}{space 1}        1{col 54}{result}{space 1}        6{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                  BuLaYouth{col 29}{c |}{space 1}       15{col 42}{space 1}        1{col 54}{result}{space 1}       14{col 68}{text}?{col 69}{c |}
{res}{col 1}{text} BuLaYouth#c.year_secschool{col 29}{c |}{space 1}       15{col 42}{space 1}        0{col 54}{result}{space 1}       15{col 68}{text}?{col 69}{c |}
{res}{col 1}{text}{hline 28}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,521}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0689709{col 38}{space 2} .0284389{col 49}{space 1}    2.43{col 58}{space 3}0.015{col 66}{space 4} .0132316{col 79}{space 3} .1247102
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0448808{col 38}{space 2} .0232527{col 49}{space 1}   -1.93{col 58}{space 3}0.054{col 66}{space 4}-.0904553{col 79}{space 3} .0006937
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0227821{col 38}{space 2} .0265466{col 49}{space 1}    0.86{col 58}{space 3}0.391{col 66}{space 4}-.0292483{col 79}{space 3} .0748125
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,521
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    629{txt}){col 67}= {res}    114.90
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2029
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1970
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1522
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       630{txt}{col 51}Root MSE{col 67}= {res}    0.2243

{txt}{ralign 99:(Std. err. adjusted for {res:630} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0494696{col 47}{space 2} .0342284{col 58}{space 1}   -1.45{col 67}{space 3}0.149{col 75}{space 4}-.1166855{col 88}{space 3} .0177462
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0528447{col 47}{space 2} .0234728{col 58}{space 1}    2.25{col 67}{space 3}0.025{col 75}{space 4} .0067501{col 88}{space 3} .0989392
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0899397{col 47}{space 2} .0089107{col 58}{space 1}   10.09{col 67}{space 3}0.000{col 75}{space 4} .0724413{col 88}{space 3}  .107438
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1708983{col 47}{space 2} .0092805{col 58}{space 1}   18.41{col 67}{space 3}0.000{col 75}{space 4} .1526737{col 88}{space 3} .1891229
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0105336{col 47}{space 2} .0056421{col 58}{space 1}    1.87{col 67}{space 3}0.062{col 75}{space 4} -.000546{col 88}{space 3} .0216133
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0330488{col 47}{space 2} .0079922{col 58}{space 1}    4.14{col 67}{space 3}0.000{col 75}{space 4} .0173542{col 88}{space 3} .0487435
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0220603{col 47}{space 2} .0068601{col 58}{space 1}    3.22{col 67}{space 3}0.001{col 75}{space 4} .0085889{col 88}{space 3} .0355318
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0383212{col 47}{space 2} .0100888{col 58}{space 1}    3.80{col 67}{space 3}0.000{col 75}{space 4} .0185094{col 88}{space 3} .0581329
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0001804{col 47}{space 2} .0041581{col 58}{space 1}   -0.04{col 67}{space 3}0.965{col 75}{space 4}-.0083458{col 88}{space 3} .0079849
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} -.000037{col 47}{space 2} .0000184{col 58}{space 1}   -2.01{col 67}{space 3}0.045{col 75}{space 4}-.0000731{col 88}{space 3}-8.94e-07
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1096867{col 47}{space 2} .0042225{col 58}{space 1}  -25.98{col 67}{space 3}0.000{col 75}{space 4}-.1179787{col 88}{space 3}-.1013947
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0432845{col 47}{space 2} .0151292{col 58}{space 1}    2.86{col 67}{space 3}0.004{col 75}{space 4} .0135746{col 88}{space 3} .0729943
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0345643{col 47}{space 2} .0284811{col 58}{space 1}    1.21{col 67}{space 3}0.225{col 75}{space 4}-.0213651{col 88}{space 3} .0904938
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0249064{col 47}{space 2} .0289061{col 58}{space 1}    0.86{col 67}{space 3}0.389{col 75}{space 4}-.0318578{col 88}{space 3} .0816706
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0995073{col 47}{space 2} .0253059{col 58}{space 1}   -3.93{col 67}{space 3}0.000{col 75}{space 4}-.1492015{col 88}{space 3}-.0498131
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0334688{col 47}{space 2} .0281532{col 58}{space 1}   -1.19{col 67}{space 3}0.235{col 75}{space 4}-.0887544{col 88}{space 3} .0218168
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 3.79e-09{col 47}{space 2} 1.65e-08{col 58}{space 1}    0.23{col 67}{space 3}0.818{col 75}{space 4}-2.86e-08{col 88}{space 3} 3.62e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.11e-08{col 47}{space 2} 1.90e-08{col 58}{space 1}    1.64{col 67}{space 3}0.102{col 75}{space 4}-6.19e-09{col 88}{space 3} 6.83e-08
{txt}{space 23}B_leftvote {c |}{col 35}{res}{space 2}-.0005275{col 47}{space 2} .0008267{col 58}{space 1}   -0.64{col 67}{space 3}0.524{col 75}{space 4}-.0021509{col 88}{space 3} .0010958
{txt}{space 23}W_leftvote {c |}{col 35}{res}{space 2}-.0006522{col 47}{space 2} .0006392{col 58}{space 1}   -1.02{col 67}{space 3}0.308{col 75}{space 4}-.0019074{col 88}{space 3}  .000603
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .5571364{col 47}{space 2}  .171733{col 58}{space 1}    3.24{col 67}{space 3}0.001{col 75}{space 4}  .219897{col 88}{space 3} .8943758
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,521}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0528447{col 38}{space 2} .0234728{col 49}{space 1}    2.25{col 58}{space 3}0.024{col 66}{space 4} .0068388{col 79}{space 3} .0988505
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0466626{col 38}{space 2} .0174965{col 49}{space 1}   -2.67{col 58}{space 3}0.008{col 66}{space 4}-.0809552{col 79}{space 3}-.0123701
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0193759{col 38}{space 2} .0204039{col 49}{space 1}    0.95{col 58}{space 3}0.342{col 66}{space 4}-.0206151{col 79}{space 3} .0593668
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Performing EM optimization ...
{res}
{txt}Performing gradient-based optimization: 
{res}{txt}Iteration 0:{space 2}Log restricted-likelihood = {res: 381.26376}  
Iteration 1:{space 2}Log restricted-likelihood = {res: 381.26478}  
Iteration 2:{space 2}Log restricted-likelihood = {res: 381.26478}  
{res}
{txt}Computing standard errors ...
{res}
{txt}Mixed-effects REML regression{col 53}Number of obs{col 69} = {res} 11,225
{txt}Group variable: {res}BuLaYouth{col 53}{txt}Number of groups{col 69} = {res}     15
{txt}{col 53}Obs per group:
{col 66}min = {res}     77
{txt}{col 66}avg = {res}  748.3
{txt}{col 66}max = {res}  2,707
{col 53}{txt}Wald chi2({res}85{txt}){col 69} = {res}1586.44
{txt}Log restricted-likelihood = {res} 381.26478{col 53}{txt}Prob > chi2{col 69} = {res} 0.0000

{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  Std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0557978{col 47}{space 2} .0396362{col 58}{space 1}   -1.41{col 67}{space 3}0.159{col 75}{space 4}-.1334834{col 88}{space 3} .0218877
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}  .118448{col 47}{space 2}  .027944{col 58}{space 1}    4.24{col 67}{space 3}0.000{col 75}{space 4} .0636788{col 88}{space 3} .1732172
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0293136{col 47}{space 2} .0139383{col 58}{space 1}    2.10{col 67}{space 3}0.035{col 75}{space 4}  .001995{col 88}{space 3} .0566321
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1192623{col 47}{space 2} .0186779{col 58}{space 1}    6.39{col 67}{space 3}0.000{col 75}{space 4} .0826543{col 88}{space 3} .1558702
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0042075{col 47}{space 2} .0046853{col 58}{space 1}   -0.90{col 67}{space 3}0.369{col 75}{space 4}-.0133905{col 88}{space 3} .0049755
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000145{col 47}{space 2}   .00002{col 58}{space 1}   -0.73{col 67}{space 3}0.467{col 75}{space 4}-.0000537{col 88}{space 3} .0000246
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0959967{col 47}{space 2} .0043557{col 58}{space 1}  -22.04{col 67}{space 3}0.000{col 75}{space 4}-.1045336{col 88}{space 3}-.0874597
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0582937{col 47}{space 2} .0144918{col 58}{space 1}    4.02{col 67}{space 3}0.000{col 75}{space 4} .0298903{col 88}{space 3} .0866971
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0339841{col 47}{space 2} .0058761{col 58}{space 1}    5.78{col 67}{space 3}0.000{col 75}{space 4} .0224672{col 88}{space 3} .0455011
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0697912{col 47}{space 2} .0088231{col 58}{space 1}    7.91{col 67}{space 3}0.000{col 75}{space 4} .0524983{col 88}{space 3} .0870841
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0290778{col 47}{space 2} .0072756{col 58}{space 1}    4.00{col 67}{space 3}0.000{col 75}{space 4} .0148178{col 88}{space 3} .0433377
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0456239{col 47}{space 2}  .010749{col 58}{space 1}    4.24{col 67}{space 3}0.000{col 75}{space 4} .0245562{col 88}{space 3} .0666917
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-5.95e-08{col 47}{space 2} 4.80e-08{col 58}{space 1}   -1.24{col 67}{space 3}0.215{col 75}{space 4}-1.53e-07{col 88}{space 3} 3.45e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 4.43e-08{col 47}{space 2} 2.40e-08{col 58}{space 1}    1.84{col 67}{space 3}0.065{col 75}{space 4}-2.79e-09{col 88}{space 3} 9.14e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0003541{col 47}{space 2} .0003345{col 58}{space 1}    1.06{col 67}{space 3}0.290{col 75}{space 4}-.0003014{col 88}{space 3} .0010096
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} -.000179{col 47}{space 2} .0000856{col 58}{space 1}   -2.09{col 67}{space 3}0.036{col 75}{space 4}-.0003468{col 88}{space 3}-.0000113
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0087485{col 47}{space 2} .0362091{col 58}{space 1}   -0.24{col 67}{space 3}0.809{col 75}{space 4}-.0797171{col 88}{space 3} .0622201
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0471467{col 47}{space 2}  .050174{col 58}{space 1}    0.94{col 67}{space 3}0.347{col 75}{space 4}-.0511926{col 88}{space 3}  .145486
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1330409{col 47}{space 2} .0286076{col 58}{space 1}   -4.65{col 67}{space 3}0.000{col 75}{space 4}-.1891108{col 88}{space 3} -.076971
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1653107{col 47}{space 2} .0330724{col 58}{space 1}   -5.00{col 67}{space 3}0.000{col 75}{space 4}-.2301314{col 88}{space 3}-.1004901
{txt}{space 33} {c |}
{space 19}year_secschool {c |}
{space 28}1951  {c |}{col 35}{res}{space 2}-.0171273{col 47}{space 2} .0270823{col 58}{space 1}   -0.63{col 67}{space 3}0.527{col 75}{space 4}-.0702077{col 88}{space 3} .0359532
{txt}{space 28}1952  {c |}{col 35}{res}{space 2} .0137893{col 47}{space 2} .0284865{col 58}{space 1}    0.48{col 67}{space 3}0.628{col 75}{space 4}-.0420432{col 88}{space 3} .0696219
{txt}{space 28}1953  {c |}{col 35}{res}{space 2} .0241785{col 47}{space 2} .0280137{col 58}{space 1}    0.86{col 67}{space 3}0.388{col 75}{space 4}-.0307273{col 88}{space 3} .0790843
{txt}{space 28}1954  {c |}{col 35}{res}{space 2}-.0153303{col 47}{space 2} .0311958{col 58}{space 1}   -0.49{col 67}{space 3}0.623{col 75}{space 4}-.0764729{col 88}{space 3} .0458124
{txt}{space 28}1955  {c |}{col 35}{res}{space 2}-.0086995{col 47}{space 2} .0348689{col 58}{space 1}   -0.25{col 67}{space 3}0.803{col 75}{space 4}-.0770412{col 88}{space 3} .0596422
{txt}{space 28}1956  {c |}{col 35}{res}{space 2} -.018854{col 47}{space 2} .0379467{col 58}{space 1}   -0.50{col 67}{space 3}0.619{col 75}{space 4}-.0932282{col 88}{space 3} .0555201
{txt}{space 28}1957  {c |}{col 35}{res}{space 2}-.0479162{col 47}{space 2} .0402309{col 58}{space 1}   -1.19{col 67}{space 3}0.234{col 75}{space 4}-.1267673{col 88}{space 3}  .030935
{txt}{space 28}1958  {c |}{col 35}{res}{space 2}-.0216727{col 47}{space 2} .0434201{col 58}{space 1}   -0.50{col 67}{space 3}0.618{col 75}{space 4}-.1067745{col 88}{space 3} .0634292
{txt}{space 28}1959  {c |}{col 35}{res}{space 2}-.0581838{col 47}{space 2} .0468359{col 58}{space 1}   -1.24{col 67}{space 3}0.214{col 75}{space 4}-.1499806{col 88}{space 3} .0336129
{txt}{space 28}1960  {c |}{col 35}{res}{space 2}-.0816459{col 47}{space 2} .0505535{col 58}{space 1}   -1.62{col 67}{space 3}0.106{col 75}{space 4}-.1807291{col 88}{space 3} .0174372
{txt}{space 28}1961  {c |}{col 35}{res}{space 2}-.0850196{col 47}{space 2} .0546195{col 58}{space 1}   -1.56{col 67}{space 3}0.120{col 75}{space 4}-.1920718{col 88}{space 3} .0220327
{txt}{space 28}1962  {c |}{col 35}{res}{space 2}-.0804436{col 47}{space 2} .0588754{col 58}{space 1}   -1.37{col 67}{space 3}0.172{col 75}{space 4}-.1958373{col 88}{space 3} .0349501
{txt}{space 28}1963  {c |}{col 35}{res}{space 2}-.0833163{col 47}{space 2} .0628696{col 58}{space 1}   -1.33{col 67}{space 3}0.185{col 75}{space 4}-.2065384{col 88}{space 3} .0399058
{txt}{space 28}1964  {c |}{col 35}{res}{space 2}-.1211953{col 47}{space 2} .0674103{col 58}{space 1}   -1.80{col 67}{space 3}0.072{col 75}{space 4}-.2533172{col 88}{space 3} .0109265
{txt}{space 28}1965  {c |}{col 35}{res}{space 2}-.1318866{col 47}{space 2} .0718321{col 58}{space 1}   -1.84{col 67}{space 3}0.066{col 75}{space 4} -.272675{col 88}{space 3} .0089018
{txt}{space 28}1966  {c |}{col 35}{res}{space 2}-.1021704{col 47}{space 2} .0747557{col 58}{space 1}   -1.37{col 67}{space 3}0.172{col 75}{space 4}-.2486888{col 88}{space 3} .0443481
{txt}{space 28}1967  {c |}{col 35}{res}{space 2}-.1352981{col 47}{space 2} .0786698{col 58}{space 1}   -1.72{col 67}{space 3}0.085{col 75}{space 4}-.2894881{col 88}{space 3} .0188918
{txt}{space 28}1968  {c |}{col 35}{res}{space 2}-.1583866{col 47}{space 2} .0830366{col 58}{space 1}   -1.91{col 67}{space 3}0.056{col 75}{space 4}-.3211353{col 88}{space 3} .0043621
{txt}{space 28}1969  {c |}{col 35}{res}{space 2}  -.15349{col 47}{space 2} .0873011{col 58}{space 1}   -1.76{col 67}{space 3}0.079{col 75}{space 4} -.324597{col 88}{space 3}  .017617
{txt}{space 28}1970  {c |}{col 35}{res}{space 2}-.1536319{col 47}{space 2} .0913128{col 58}{space 1}   -1.68{col 67}{space 3}0.092{col 75}{space 4}-.3326017{col 88}{space 3}  .025338
{txt}{space 28}1971  {c |}{col 35}{res}{space 2}-.1556807{col 47}{space 2} .0956083{col 58}{space 1}   -1.63{col 67}{space 3}0.103{col 75}{space 4}-.3430696{col 88}{space 3} .0317082
{txt}{space 28}1972  {c |}{col 35}{res}{space 2}-.1720967{col 47}{space 2} .0997405{col 58}{space 1}   -1.73{col 67}{space 3}0.084{col 75}{space 4}-.3675845{col 88}{space 3}  .023391
{txt}{space 28}1973  {c |}{col 35}{res}{space 2}-.1708918{col 47}{space 2} .1037212{col 58}{space 1}   -1.65{col 67}{space 3}0.099{col 75}{space 4}-.3741816{col 88}{space 3}  .032398
{txt}{space 28}1974  {c |}{col 35}{res}{space 2}  -.20318{col 47}{space 2} .1081112{col 58}{space 1}   -1.88{col 67}{space 3}0.060{col 75}{space 4}-.4150741{col 88}{space 3} .0087141
{txt}{space 28}1975  {c |}{col 35}{res}{space 2}-.2232067{col 47}{space 2} .1123669{col 58}{space 1}   -1.99{col 67}{space 3}0.047{col 75}{space 4}-.4434419{col 88}{space 3}-.0029716
{txt}{space 28}1976  {c |}{col 35}{res}{space 2}-.2206368{col 47}{space 2} .1165587{col 58}{space 1}   -1.89{col 67}{space 3}0.058{col 75}{space 4}-.4490876{col 88}{space 3}  .007814
{txt}{space 28}1977  {c |}{col 35}{res}{space 2}-.2117413{col 47}{space 2} .1208557{col 58}{space 1}   -1.75{col 67}{space 3}0.080{col 75}{space 4}-.4486142{col 88}{space 3} .0251316
{txt}{space 28}1978  {c |}{col 35}{res}{space 2}-.2286641{col 47}{space 2} .1248782{col 58}{space 1}   -1.83{col 67}{space 3}0.067{col 75}{space 4}-.4734208{col 88}{space 3} .0160926
{txt}{space 28}1979  {c |}{col 35}{res}{space 2}-.2404861{col 47}{space 2} .1291766{col 58}{space 1}   -1.86{col 67}{space 3}0.063{col 75}{space 4}-.4936676{col 88}{space 3} .0126954
{txt}{space 28}1980  {c |}{col 35}{res}{space 2}-.2645991{col 47}{space 2} .1336597{col 58}{space 1}   -1.98{col 67}{space 3}0.048{col 75}{space 4}-.5265673{col 88}{space 3} -.002631
{txt}{space 28}1981  {c |}{col 35}{res}{space 2}-.2614045{col 47}{space 2} .1380929{col 58}{space 1}   -1.89{col 67}{space 3}0.058{col 75}{space 4}-.5320615{col 88}{space 3} .0092526
{txt}{space 28}1982  {c |}{col 35}{res}{space 2}-.2927849{col 47}{space 2} .1422538{col 58}{space 1}   -2.06{col 67}{space 3}0.040{col 75}{space 4}-.5715973{col 88}{space 3}-.0139725
{txt}{space 28}1983  {c |}{col 35}{res}{space 2}-.3014127{col 47}{space 2} .1470677{col 58}{space 1}   -2.05{col 67}{space 3}0.040{col 75}{space 4}-.5896601{col 88}{space 3}-.0131654
{txt}{space 28}1984  {c |}{col 35}{res}{space 2}-.2742831{col 47}{space 2} .1507718{col 58}{space 1}   -1.82{col 67}{space 3}0.069{col 75}{space 4}-.5697904{col 88}{space 3} .0212243
{txt}{space 28}1985  {c |}{col 35}{res}{space 2} -.289831{col 47}{space 2} .1556784{col 58}{space 1}   -1.86{col 67}{space 3}0.063{col 75}{space 4}-.5949551{col 88}{space 3} .0152932
{txt}{space 28}1986  {c |}{col 35}{res}{space 2}-.3146353{col 47}{space 2} .1593189{col 58}{space 1}   -1.97{col 67}{space 3}0.048{col 75}{space 4}-.6268946{col 88}{space 3}-.0023761
{txt}{space 28}1987  {c |}{col 35}{res}{space 2} -.308144{col 47}{space 2} .1640716{col 58}{space 1}   -1.88{col 67}{space 3}0.060{col 75}{space 4}-.6297185{col 88}{space 3} .0134305
{txt}{space 28}1988  {c |}{col 35}{res}{space 2}-.2925295{col 47}{space 2}  .168111{col 58}{space 1}   -1.74{col 67}{space 3}0.082{col 75}{space 4}-.6220211{col 88}{space 3} .0369621
{txt}{space 28}1989  {c |}{col 35}{res}{space 2} -.327053{col 47}{space 2} .1725466{col 58}{space 1}   -1.90{col 67}{space 3}0.058{col 75}{space 4}-.6652381{col 88}{space 3} .0111322
{txt}{space 28}1990  {c |}{col 35}{res}{space 2}-.3512662{col 47}{space 2} .1767058{col 58}{space 1}   -1.99{col 67}{space 3}0.047{col 75}{space 4}-.6976031{col 88}{space 3}-.0049292
{txt}{space 28}1991  {c |}{col 35}{res}{space 2}-.3589648{col 47}{space 2} .1806731{col 58}{space 1}   -1.99{col 67}{space 3}0.047{col 75}{space 4}-.7130776{col 88}{space 3}-.0048521
{txt}{space 28}1992  {c |}{col 35}{res}{space 2}-.3536497{col 47}{space 2} .1848029{col 58}{space 1}   -1.91{col 67}{space 3}0.056{col 75}{space 4}-.7158567{col 88}{space 3} .0085573
{txt}{space 28}1993  {c |}{col 35}{res}{space 2}-.3583266{col 47}{space 2} .1893087{col 58}{space 1}   -1.89{col 67}{space 3}0.058{col 75}{space 4}-.7293648{col 88}{space 3} .0127117
{txt}{space 28}1994  {c |}{col 35}{res}{space 2}-.3602666{col 47}{space 2} .1934819{col 58}{space 1}   -1.86{col 67}{space 3}0.063{col 75}{space 4}-.7394841{col 88}{space 3} .0189509
{txt}{space 28}1995  {c |}{col 35}{res}{space 2}-.3728917{col 47}{space 2} .1979816{col 58}{space 1}   -1.88{col 67}{space 3}0.060{col 75}{space 4}-.7609284{col 88}{space 3}  .015145
{txt}{space 28}1996  {c |}{col 35}{res}{space 2}-.3956417{col 47}{space 2} .2020987{col 58}{space 1}   -1.96{col 67}{space 3}0.050{col 75}{space 4}-.7917479{col 88}{space 3} .0004644
{txt}{space 28}1997  {c |}{col 35}{res}{space 2}-.4076709{col 47}{space 2} .2063841{col 58}{space 1}   -1.98{col 67}{space 3}0.048{col 75}{space 4}-.8121764{col 88}{space 3}-.0031655
{txt}{space 28}1998  {c |}{col 35}{res}{space 2}-.4262222{col 47}{space 2} .2107877{col 58}{space 1}   -2.02{col 67}{space 3}0.043{col 75}{space 4}-.8393585{col 88}{space 3} -.013086
{txt}{space 28}1999  {c |}{col 35}{res}{space 2}-.4458576{col 47}{space 2} .2149941{col 58}{space 1}   -2.07{col 67}{space 3}0.038{col 75}{space 4}-.8672382{col 88}{space 3} -.024477
{txt}{space 28}2000  {c |}{col 35}{res}{space 2}-.4330043{col 47}{space 2} .2196176{col 58}{space 1}   -1.97{col 67}{space 3}0.049{col 75}{space 4}-.8634468{col 88}{space 3}-.0025618
{txt}{space 28}2001  {c |}{col 35}{res}{space 2} -.420502{col 47}{space 2} .2239138{col 58}{space 1}   -1.88{col 67}{space 3}0.060{col 75}{space 4} -.859365{col 88}{space 3}  .018361
{txt}{space 28}2002  {c |}{col 35}{res}{space 2}-.4184168{col 47}{space 2} .2287136{col 58}{space 1}   -1.83{col 67}{space 3}0.067{col 75}{space 4}-.8666872{col 88}{space 3} .0298536
{txt}{space 28}2003  {c |}{col 35}{res}{space 2}-.4608462{col 47}{space 2} .2321863{col 58}{space 1}   -1.98{col 67}{space 3}0.047{col 75}{space 4}-.9159229{col 88}{space 3}-.0057695
{txt}{space 28}2004  {c |}{col 35}{res}{space 2} -.457627{col 47}{space 2} .2372625{col 58}{space 1}   -1.93{col 67}{space 3}0.054{col 75}{space 4}-.9226529{col 88}{space 3} .0073989
{txt}{space 28}2005  {c |}{col 35}{res}{space 2}-.4807296{col 47}{space 2}  .241574{col 58}{space 1}   -1.99{col 67}{space 3}0.047{col 75}{space 4} -.954206{col 88}{space 3}-.0072533
{txt}{space 28}2006  {c |}{col 35}{res}{space 2}-.4529485{col 47}{space 2} .2466292{col 58}{space 1}   -1.84{col 67}{space 3}0.066{col 75}{space 4}-.9363328{col 88}{space 3} .0304359
{txt}{space 28}2007  {c |}{col 35}{res}{space 2} -.463353{col 47}{space 2} .2511303{col 58}{space 1}   -1.85{col 67}{space 3}0.065{col 75}{space 4}-.9555594{col 88}{space 3} .0288535
{txt}{space 28}2008  {c |}{col 35}{res}{space 2}-.4170351{col 47}{space 2} .2574803{col 58}{space 1}   -1.62{col 67}{space 3}0.105{col 75}{space 4}-.9216873{col 88}{space 3}  .087617
{txt}{space 28}2009  {c |}{col 35}{res}{space 2}-.5287058{col 47}{space 2} .2616368{col 58}{space 1}   -2.02{col 67}{space 3}0.043{col 75}{space 4}-1.041505{col 88}{space 3}-.0159071
{txt}{space 33} {c |}
{space 29}year {c |}
{space 28}2008  {c |}{col 35}{res}{space 2} .0318984{col 47}{space 2}  .012097{col 58}{space 1}    2.64{col 67}{space 3}0.008{col 75}{space 4} .0081888{col 88}{space 3}  .055608
{txt}{space 28}2010  {c |}{col 35}{res}{space 2}  .035372{col 47}{space 2} .0203535{col 58}{space 1}    1.74{col 67}{space 3}0.082{col 75}{space 4}-.0045201{col 88}{space 3} .0752641
{txt}{space 28}2012  {c |}{col 35}{res}{space 2} .0084939{col 47}{space 2} .0278446{col 58}{space 1}    0.31{col 67}{space 3}0.760{col 75}{space 4}-.0460806{col 88}{space 3} .0630684
{txt}{space 28}2014  {c |}{col 35}{res}{space 2} .0942864{col 47}{space 2} .0359433{col 58}{space 1}    2.62{col 67}{space 3}0.009{col 75}{space 4} .0238387{col 88}{space 3} .1647341
{txt}{space 28}2016  {c |}{col 35}{res}{space 2} .0988523{col 47}{space 2} .0445487{col 58}{space 1}    2.22{col 67}{space 3}0.026{col 75}{space 4} .0115384{col 88}{space 3} .1861661
{txt}{space 28}2018  {c |}{col 35}{res}{space 2} .1350833{col 47}{space 2} .0533509{col 58}{space 1}    2.53{col 67}{space 3}0.011{col 75}{space 4} .0305175{col 88}{space 3} .2396491
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .8313882{col 47}{space 2} .2875004{col 58}{space 1}    2.89{col 67}{space 3}0.004{col 75}{space 4} .2678978{col 88}{space 3} 1.394879
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}{hline 29}{c TT}{hline 48}
{col 3}Random-effects parameters{col 30}{c |}{col 34}Estimate{col 45}Std. err.{col 59}[95% conf. interval]
{hline 29}{c +}{hline 48}
{res}BuLaYouth{txt}: Independent{col 30}{c |}
{space 14}var(2.edu3cat) {c |}{res}{col 33} .0003292{col 44} .0003136{col 58} .0000509{col 70} .0021301
{txt}{space 14}var(3.edu3cat) {c |}{res}{col 33} .0006587{col 44} .0006584{col 58} .0000929{col 70} .0046722
{txt}{space 18}var(_cons) {c |}{res}{col 33}  .000188{col 44} .0002359{col 58} .0000161{col 70} .0021978
{txt}{hline 29}{c +}{hline 48}
{col 16}var(Residual){col 30}{c |}{res}{col 33} .0518756{col 44} .0006963{col 58} .0505286{col 70} .0532585
{txt}{hline 29}{c BT}{hline 48}
LR test vs. linear model:{col 27}chi2({res}3{txt}) = {res}11.71{col 59}{txt}Prob > chi2 ={col 73}{res}0.0085

{txt}{p 0 6 4}Note: {help j_mixedlr##|_new:LR test is conservative} and provided only for reference.{p_end}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,225}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, fixed portion, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2}  .118448{col 38}{space 2}  .027944{col 49}{space 1}    4.24{col 58}{space 3}0.000{col 66}{space 4} .0636788{col 79}{space 3} .1732172
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0145929{col 38}{space 2} .0179826{col 49}{space 1}   -0.81{col 58}{space 3}0.417{col 66}{space 4}-.0498381{col 79}{space 3} .0206524
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0468627{col 38}{space 2} .0242715{col 49}{space 1}   -1.93{col 58}{space 3}0.054{col 66}{space 4} -.094434{col 79}{space 3} .0007085
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,225
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    627{txt}){col 67}= {res}    125.49
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1795
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1726
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1270
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       628{txt}{col 51}Root MSE{col 67}= {res}    0.2279

{txt}{ralign 99:(Std. err. adjusted for {res:628} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1074013{col 47}{space 2} .0318497{col 58}{space 1}    3.37{col 67}{space 3}0.001{col 75}{space 4} .0448563{col 88}{space 3} .1699463
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0336876{col 47}{space 2} .0080237{col 58}{space 1}    4.20{col 67}{space 3}0.000{col 75}{space 4}  .017931{col 88}{space 3} .0494442
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}  .140592{col 47}{space 2} .0093634{col 58}{space 1}   15.02{col 67}{space 3}0.000{col 75}{space 4} .1222047{col 88}{space 3} .1589794
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0043916{col 47}{space 2} .0041957{col 58}{space 1}   -1.05{col 67}{space 3}0.296{col 75}{space 4}-.0126311{col 88}{space 3} .0038478
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000121{col 47}{space 2} .0000191{col 58}{space 1}   -0.63{col 67}{space 3}0.528{col 75}{space 4}-.0000496{col 88}{space 3} .0000254
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0963487{col 47}{space 2} .0042964{col 58}{space 1}  -22.43{col 67}{space 3}0.000{col 75}{space 4}-.1047858{col 88}{space 3}-.0879117
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0592611{col 47}{space 2} .0162922{col 58}{space 1}    3.64{col 67}{space 3}0.000{col 75}{space 4} .0272672{col 88}{space 3}  .091255
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0343717{col 47}{space 2} .0055578{col 58}{space 1}    6.18{col 67}{space 3}0.000{col 75}{space 4} .0234575{col 88}{space 3} .0452859
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0698496{col 47}{space 2} .0082546{col 58}{space 1}    8.46{col 67}{space 3}0.000{col 75}{space 4} .0536397{col 88}{space 3} .0860595
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0298719{col 47}{space 2} .0069768{col 58}{space 1}    4.28{col 67}{space 3}0.000{col 75}{space 4} .0161711{col 88}{space 3} .0435727
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0472115{col 47}{space 2} .0102083{col 58}{space 1}    4.62{col 67}{space 3}0.000{col 75}{space 4}  .027165{col 88}{space 3}  .067258
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2} 2.70e-08{col 47}{space 2} 1.99e-08{col 58}{space 1}    1.36{col 67}{space 3}0.174{col 75}{space 4}-1.19e-08{col 88}{space 3} 6.60e-08
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001747{col 47}{space 2} .0000754{col 58}{space 1}   -2.32{col 67}{space 3}0.021{col 75}{space 4}-.0003227{col 88}{space 3}-.0000267
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1280704{col 47}{space 2} .0334106{col 58}{space 1}   -3.83{col 67}{space 3}0.000{col 75}{space 4}-.1936806{col 88}{space 3}-.0624602
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1564204{col 47}{space 2} .0379267{col 58}{space 1}   -4.12{col 67}{space 3}0.000{col 75}{space 4}-.2308992{col 88}{space 3}-.0819416
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .6489931{col 47}{space 2} .1749177{col 58}{space 1}    3.71{col 67}{space 3}0.000{col 75}{space 4} .3054976{col 88}{space 3} .9924886
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,225}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1074013{col 38}{space 2} .0318497{col 49}{space 1}    3.37{col 58}{space 3}0.001{col 66}{space 4} .0449771{col 79}{space 3} .1698256
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0206691{col 38}{space 2} .0161463{col 49}{space 1}   -1.28{col 58}{space 3}0.201{col 66}{space 4}-.0523152{col 79}{space 3}  .010977
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} -.049019{col 38}{space 2} .0217889{col 49}{space 1}   -2.25{col 58}{space 3}0.024{col 66}{space 4}-.0917246{col 79}{space 3}-.0063135
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,225
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    627{txt}){col 67}= {res}    122.93
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1807
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1726
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1266
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       628{txt}{col 51}Root MSE{col 67}= {res}    0.2279

{txt}{ralign 99:(Std. err. adjusted for {res:628} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1299503{col 47}{space 2} .0381161{col 58}{space 1}    3.41{col 67}{space 3}0.001{col 75}{space 4} .0550996{col 88}{space 3} .2048009
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0336569{col 47}{space 2} .0080475{col 58}{space 1}    4.18{col 67}{space 3}0.000{col 75}{space 4} .0178535{col 88}{space 3} .0494603
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1406518{col 47}{space 2} .0093799{col 58}{space 1}   15.00{col 67}{space 3}0.000{col 75}{space 4}  .122232{col 88}{space 3} .1590716
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0341888{col 47}{space 2} .0055496{col 58}{space 1}    6.16{col 67}{space 3}0.000{col 75}{space 4} .0232908{col 88}{space 3} .0450868
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0700957{col 47}{space 2} .0082574{col 58}{space 1}    8.49{col 67}{space 3}0.000{col 75}{space 4} .0538803{col 88}{space 3} .0863111
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0292543{col 47}{space 2} .0070135{col 58}{space 1}    4.17{col 67}{space 3}0.000{col 75}{space 4} .0154814{col 88}{space 3} .0430271
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .046282{col 47}{space 2} .0102638{col 58}{space 1}    4.51{col 67}{space 3}0.000{col 75}{space 4} .0261264{col 88}{space 3} .0664375
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0043607{col 47}{space 2} .0042094{col 58}{space 1}   -1.04{col 67}{space 3}0.301{col 75}{space 4}-.0126269{col 88}{space 3} .0039056
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000138{col 47}{space 2} .0000191{col 58}{space 1}   -0.72{col 67}{space 3}0.470{col 75}{space 4}-.0000514{col 88}{space 3} .0000238
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0961441{col 47}{space 2} .0042973{col 58}{space 1}  -22.37{col 67}{space 3}0.000{col 75}{space 4} -.104583{col 88}{space 3}-.0877052
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0588307{col 47}{space 2} .0163367{col 58}{space 1}    3.60{col 67}{space 3}0.000{col 75}{space 4} .0267495{col 88}{space 3}  .090912
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.33e-08{col 47}{space 2} 4.18e-08{col 58}{space 1}    1.28{col 67}{space 3}0.203{col 75}{space 4}-2.88e-08{col 88}{space 3} 1.35e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} -.000156{col 47}{space 2} .0000889{col 58}{space 1}   -1.76{col 67}{space 3}0.080{col 75}{space 4}-.0003305{col 88}{space 3} .0000185
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1344938{col 47}{space 2} .0340971{col 58}{space 1}   -3.94{col 67}{space 3}0.000{col 75}{space 4}-.2014521{col 88}{space 3}-.0675355
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1622964{col 47}{space 2} .0385134{col 58}{space 1}   -4.21{col 67}{space 3}0.000{col 75}{space 4}-.2379273{col 88}{space 3}-.0866654
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}  .653695{col 47}{space 2} .1755337{col 58}{space 1}    3.72{col 67}{space 3}0.000{col 75}{space 4}   .30899{col 88}{space 3}    .9984
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 28}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}                Absorbed FE{col 29}{c |} Categories{col 42} - Redundant{col 54}  = Num. Coefs{col 69}{c |}
{res}{col 1}{text}{hline 28}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}             year_secschool{col 29}{c |}{space 1}       60{col 42}{space 1}        0{col 54}{result}{space 1}       60{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                       year{col 29}{c |}{space 1}        7{col 42}{space 1}        1{col 54}{result}{space 1}        6{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                  BuLaYouth{col 29}{c |}{space 1}       15{col 42}{space 1}        1{col 54}{result}{space 1}       14{col 68}{text}?{col 69}{c |}
{res}{col 1}{text} BuLaYouth#c.year_secschool{col 29}{c |}{space 1}       15{col 42}{space 1}        0{col 54}{result}{space 1}       15{col 68}{text}?{col 69}{c |}
{res}{col 1}{text}{hline 28}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,225}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1299503{col 38}{space 2} .0381161{col 49}{space 1}    3.41{col 58}{space 3}0.001{col 66}{space 4} .0552441{col 79}{space 3} .2046564
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0045435{col 38}{space 2} .0227929{col 49}{space 1}   -0.20{col 58}{space 3}0.842{col 66}{space 4}-.0492169{col 79}{space 3} .0401298
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0323461{col 38}{space 2} .0265007{col 49}{space 1}   -1.22{col 58}{space 3}0.222{col 66}{space 4}-.0842865{col 79}{space 3} .0195944
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,225
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    627{txt}){col 67}= {res}     92.93
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1766
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1703
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1265
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       628{txt}{col 51}Root MSE{col 67}= {res}    0.2282

{txt}{ralign 99:(Std. err. adjusted for {res:628} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0370894{col 47}{space 2} .0370463{col 58}{space 1}   -1.00{col 67}{space 3}0.317{col 75}{space 4}-.1098392{col 88}{space 3} .0356604
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1231378{col 47}{space 2}  .031468{col 58}{space 1}    3.91{col 67}{space 3}0.000{col 75}{space 4} .0613423{col 88}{space 3} .1849333
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0343924{col 47}{space 2} .0117538{col 58}{space 1}    2.93{col 67}{space 3}0.004{col 75}{space 4} .0113108{col 88}{space 3}  .057474
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1367966{col 47}{space 2}  .012886{col 58}{space 1}   10.62{col 67}{space 3}0.000{col 75}{space 4} .1114917{col 88}{space 3} .1621016
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0311347{col 47}{space 2} .0054944{col 58}{space 1}    5.67{col 67}{space 3}0.000{col 75}{space 4} .0203451{col 88}{space 3} .0419244
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0685388{col 47}{space 2} .0082047{col 58}{space 1}    8.35{col 67}{space 3}0.000{col 75}{space 4} .0524267{col 88}{space 3} .0846509
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0300011{col 47}{space 2} .0069736{col 58}{space 1}    4.30{col 67}{space 3}0.000{col 75}{space 4} .0163066{col 88}{space 3} .0436956
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0466484{col 47}{space 2} .0101896{col 58}{space 1}    4.58{col 67}{space 3}0.000{col 75}{space 4} .0266384{col 88}{space 3} .0666583
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0046817{col 47}{space 2}  .004204{col 58}{space 1}   -1.11{col 67}{space 3}0.266{col 75}{space 4}-.0129373{col 88}{space 3} .0035738
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000115{col 47}{space 2} .0000191{col 58}{space 1}   -0.60{col 67}{space 3}0.549{col 75}{space 4}-.0000489{col 88}{space 3}  .000026
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0956671{col 47}{space 2}  .004296{col 58}{space 1}  -22.27{col 67}{space 3}0.000{col 75}{space 4}-.1041033{col 88}{space 3}-.0872309
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0548945{col 47}{space 2} .0161215{col 58}{space 1}    3.41{col 67}{space 3}0.001{col 75}{space 4} .0232358{col 88}{space 3} .0865532
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0009976{col 47}{space 2} .0299809{col 58}{space 1}   -0.03{col 67}{space 3}0.973{col 75}{space 4}-.0598728{col 88}{space 3} .0578776
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0238467{col 47}{space 2} .0358951{col 58}{space 1}    0.66{col 67}{space 3}0.507{col 75}{space 4}-.0466424{col 88}{space 3} .0943359
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1333225{col 47}{space 2} .0332837{col 58}{space 1}   -4.01{col 67}{space 3}0.000{col 75}{space 4}-.1986835{col 88}{space 3}-.0679614
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1599102{col 47}{space 2} .0376593{col 58}{space 1}   -4.25{col 67}{space 3}0.000{col 75}{space 4}-.2338639{col 88}{space 3}-.0859566
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-5.35e-09{col 47}{space 2} 1.67e-08{col 58}{space 1}   -0.32{col 67}{space 3}0.749{col 75}{space 4}-3.82e-08{col 88}{space 3} 2.75e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 4.36e-08{col 47}{space 2} 1.99e-08{col 58}{space 1}    2.19{col 67}{space 3}0.029{col 75}{space 4} 4.52e-09{col 88}{space 3} 8.28e-08
{txt}{space 23}B_leftvote {c |}{col 35}{res}{space 2} .0001396{col 47}{space 2} .0008553{col 58}{space 1}    0.16{col 67}{space 3}0.870{col 75}{space 4}  -.00154{col 88}{space 3} .0018192
{txt}{space 23}W_leftvote {c |}{col 35}{res}{space 2}-.0002256{col 47}{space 2} .0006503{col 58}{space 1}   -0.35{col 67}{space 3}0.729{col 75}{space 4}-.0015027{col 88}{space 3} .0010515
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .6701396{col 47}{space 2} .1758212{col 58}{space 1}    3.81{col 67}{space 3}0.000{col 75}{space 4} .3248698{col 88}{space 3} 1.015409
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,225}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1231378{col 38}{space 2}  .031468{col 49}{space 1}    3.91{col 58}{space 3}0.000{col 66}{space 4} .0614616{col 79}{space 3} .1848141
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0101846{col 38}{space 2} .0164818{col 49}{space 1}   -0.62{col 58}{space 3}0.537{col 66}{space 4}-.0424883{col 79}{space 3}  .022119
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0367724{col 38}{space 2} .0221319{col 49}{space 1}   -1.66{col 58}{space 3}0.097{col 66}{space 4}-.0801502{col 79}{space 3} .0066054
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Performing EM optimization ...
{res}
{txt}Performing gradient-based optimization: 
{res}{txt}Iteration 0:{space 2}Log restricted-likelihood = {res: 1083.4068}  
Iteration 1:{space 2}Log restricted-likelihood = {res: 1083.8693}  
Iteration 2:{space 2}Log restricted-likelihood = {res: 1083.8907}  
Iteration 3:{space 2}Log restricted-likelihood = {res: 1083.8907}  
{res}
{txt}Computing standard errors ...
{res}
{txt}Mixed-effects REML regression{col 53}Number of obs{col 69} = {res}  3,278
{txt}Group variable: {res}BuLaYouth{col 53}{txt}Number of groups{col 69} = {res}     15
{txt}{col 53}Obs per group:
{col 66}min = {res}     31
{txt}{col 66}avg = {res}  218.5
{txt}{col 66}max = {res}    778
{col 53}{txt}Wald chi2({res}80{txt}){col 69} = {res}1103.13
{txt}Log restricted-likelihood = {res} 1083.8907{col 53}{txt}Prob > chi2{col 69} = {res} 0.0000

{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  Std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0967606{col 47}{space 2} .0460494{col 58}{space 1}   -2.10{col 67}{space 3}0.036{col 75}{space 4}-.1870157{col 88}{space 3}-.0065055
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0017396{col 47}{space 2} .0323097{col 58}{space 1}    0.05{col 67}{space 3}0.957{col 75}{space 4}-.0615863{col 88}{space 3} .0650655
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .062359{col 47}{space 2} .0166568{col 58}{space 1}    3.74{col 67}{space 3}0.000{col 75}{space 4} .0297122{col 88}{space 3} .0950057
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}  .162317{col 47}{space 2}  .013015{col 58}{space 1}   12.47{col 67}{space 3}0.000{col 75}{space 4}  .136808{col 88}{space 3}  .187826
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0018458{col 47}{space 2} .0060005{col 58}{space 1}   -0.31{col 67}{space 3}0.758{col 75}{space 4}-.0136065{col 88}{space 3} .0099149
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000186{col 47}{space 2}  .000021{col 58}{space 1}   -0.89{col 67}{space 3}0.376{col 75}{space 4}-.0000597{col 88}{space 3} .0000225
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0772351{col 47}{space 2} .0057068{col 58}{space 1}  -13.53{col 67}{space 3}0.000{col 75}{space 4}-.0884203{col 88}{space 3}-.0660499
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0656109{col 47}{space 2} .0203987{col 58}{space 1}    3.22{col 67}{space 3}0.001{col 75}{space 4} .0256303{col 88}{space 3} .1055915
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .014946{col 47}{space 2} .0079077{col 58}{space 1}    1.89{col 67}{space 3}0.059{col 75}{space 4}-.0005528{col 88}{space 3} .0304448
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0301031{col 47}{space 2} .0121506{col 58}{space 1}    2.48{col 67}{space 3}0.013{col 75}{space 4} .0062884{col 88}{space 3} .0539178
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0417315{col 47}{space 2} .0097372{col 58}{space 1}    4.29{col 67}{space 3}0.000{col 75}{space 4} .0226469{col 88}{space 3} .0608161
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .053238{col 47}{space 2} .0144991{col 58}{space 1}    3.67{col 67}{space 3}0.000{col 75}{space 4} .0248204{col 88}{space 3} .0816557
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 4.12e-08{col 47}{space 2} 3.57e-08{col 58}{space 1}    1.15{col 67}{space 3}0.249{col 75}{space 4}-2.89e-08{col 88}{space 3} 1.11e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.67e-08{col 47}{space 2} 3.04e-08{col 58}{space 1}    1.86{col 67}{space 3}0.062{col 75}{space 4}-2.90e-09{col 88}{space 3} 1.16e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0000217{col 47}{space 2} .0002822{col 58}{space 1}   -0.08{col 67}{space 3}0.939{col 75}{space 4}-.0005748{col 88}{space 3} .0005313
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001007{col 47}{space 2}  .000109{col 58}{space 1}   -0.92{col 67}{space 3}0.356{col 75}{space 4}-.0003144{col 88}{space 3} .0001129
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0811912{col 47}{space 2} .0488085{col 58}{space 1}    1.66{col 67}{space 3}0.096{col 75}{space 4}-.0144717{col 88}{space 3}  .176854
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0689282{col 47}{space 2} .0410483{col 58}{space 1}    1.68{col 67}{space 3}0.093{col 75}{space 4} -.011525{col 88}{space 3} .1493814
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0471691{col 47}{space 2} .0344715{col 58}{space 1}   -1.37{col 67}{space 3}0.171{col 75}{space 4} -.114732{col 88}{space 3} .0203939
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0071913{col 47}{space 2}  .036438{col 58}{space 1}    0.20{col 67}{space 3}0.844{col 75}{space 4}-.0642259{col 88}{space 3} .0786084
{txt}{space 33} {c |}
{space 19}year_secschool {c |}
{space 28}1951  {c |}{col 35}{res}{space 2} .0352174{col 47}{space 2} .0372798{col 58}{space 1}    0.94{col 67}{space 3}0.345{col 75}{space 4}-.0378496{col 88}{space 3} .1082844
{txt}{space 28}1952  {c |}{col 35}{res}{space 2} .0030266{col 47}{space 2} .0391718{col 58}{space 1}    0.08{col 67}{space 3}0.938{col 75}{space 4}-.0737487{col 88}{space 3} .0798018
{txt}{space 28}1953  {c |}{col 35}{res}{space 2} .0278394{col 47}{space 2} .0390466{col 58}{space 1}    0.71{col 67}{space 3}0.476{col 75}{space 4}-.0486906{col 88}{space 3} .1043693
{txt}{space 28}1954  {c |}{col 35}{res}{space 2}-.0190382{col 47}{space 2} .0426855{col 58}{space 1}   -0.45{col 67}{space 3}0.656{col 75}{space 4}-.1027003{col 88}{space 3} .0646239
{txt}{space 28}1955  {c |}{col 35}{res}{space 2}-.0455569{col 47}{space 2} .0474757{col 58}{space 1}   -0.96{col 67}{space 3}0.337{col 75}{space 4}-.1386076{col 88}{space 3} .0474938
{txt}{space 28}1956  {c |}{col 35}{res}{space 2} .0339999{col 47}{space 2} .0537784{col 58}{space 1}    0.63{col 67}{space 3}0.527{col 75}{space 4}-.0714038{col 88}{space 3} .1394037
{txt}{space 28}1957  {c |}{col 35}{res}{space 2}-.0003246{col 47}{space 2} .0540659{col 58}{space 1}   -0.01{col 67}{space 3}0.995{col 75}{space 4}-.1062918{col 88}{space 3} .1056426
{txt}{space 28}1958  {c |}{col 35}{res}{space 2}-.0167892{col 47}{space 2} .0585632{col 58}{space 1}   -0.29{col 67}{space 3}0.774{col 75}{space 4}-.1315709{col 88}{space 3} .0979925
{txt}{space 28}1959  {c |}{col 35}{res}{space 2} -.009247{col 47}{space 2} .0624625{col 58}{space 1}   -0.15{col 67}{space 3}0.882{col 75}{space 4}-.1316712{col 88}{space 3} .1131772
{txt}{space 28}1960  {c |}{col 35}{res}{space 2}-.0174082{col 47}{space 2} .0672861{col 58}{space 1}   -0.26{col 67}{space 3}0.796{col 75}{space 4}-.1492865{col 88}{space 3} .1144701
{txt}{space 28}1961  {c |}{col 35}{res}{space 2}-.0357619{col 47}{space 2} .0722949{col 58}{space 1}   -0.49{col 67}{space 3}0.621{col 75}{space 4}-.1774573{col 88}{space 3} .1059335
{txt}{space 28}1962  {c |}{col 35}{res}{space 2}-.0454271{col 47}{space 2} .0781747{col 58}{space 1}   -0.58{col 67}{space 3}0.561{col 75}{space 4}-.1986467{col 88}{space 3} .1077925
{txt}{space 28}1963  {c |}{col 35}{res}{space 2}-.0671338{col 47}{space 2} .0829901{col 58}{space 1}   -0.81{col 67}{space 3}0.419{col 75}{space 4}-.2297914{col 88}{space 3} .0955238
{txt}{space 28}1964  {c |}{col 35}{res}{space 2} -.064264{col 47}{space 2} .0889702{col 58}{space 1}   -0.72{col 67}{space 3}0.470{col 75}{space 4}-.2386424{col 88}{space 3} .1101144
{txt}{space 28}1965  {c |}{col 35}{res}{space 2}-.0739624{col 47}{space 2} .0944915{col 58}{space 1}   -0.78{col 67}{space 3}0.434{col 75}{space 4}-.2591623{col 88}{space 3} .1112375
{txt}{space 28}1966  {c |}{col 35}{res}{space 2}-.0486168{col 47}{space 2} .0994892{col 58}{space 1}   -0.49{col 67}{space 3}0.625{col 75}{space 4} -.243612{col 88}{space 3} .1463784
{txt}{space 28}1967  {c |}{col 35}{res}{space 2} -.087543{col 47}{space 2} .1036114{col 58}{space 1}   -0.84{col 67}{space 3}0.398{col 75}{space 4}-.2906177{col 88}{space 3} .1155317
{txt}{space 28}1968  {c |}{col 35}{res}{space 2}-.0166216{col 47}{space 2} .1091377{col 58}{space 1}   -0.15{col 67}{space 3}0.879{col 75}{space 4}-.2305276{col 88}{space 3} .1972843
{txt}{space 28}1969  {c |}{col 35}{res}{space 2} -.099582{col 47}{space 2} .1151743{col 58}{space 1}   -0.86{col 67}{space 3}0.387{col 75}{space 4}-.3253195{col 88}{space 3} .1261556
{txt}{space 28}1970  {c |}{col 35}{res}{space 2}-.1002535{col 47}{space 2} .1211112{col 58}{space 1}   -0.83{col 67}{space 3}0.408{col 75}{space 4}-.3376272{col 88}{space 3} .1371201
{txt}{space 28}1971  {c |}{col 35}{res}{space 2}-.0714133{col 47}{space 2} .1256863{col 58}{space 1}   -0.57{col 67}{space 3}0.570{col 75}{space 4} -.317754{col 88}{space 3} .1749274
{txt}{space 28}1972  {c |}{col 35}{res}{space 2}-.1217478{col 47}{space 2} .1313959{col 58}{space 1}   -0.93{col 67}{space 3}0.354{col 75}{space 4}-.3792791{col 88}{space 3} .1357834
{txt}{space 28}1973  {c |}{col 35}{res}{space 2}-.0701838{col 47}{space 2} .1369828{col 58}{space 1}   -0.51{col 67}{space 3}0.608{col 75}{space 4}-.3386651{col 88}{space 3} .1982976
{txt}{space 28}1974  {c |}{col 35}{res}{space 2}-.1075452{col 47}{space 2} .1420974{col 58}{space 1}   -0.76{col 67}{space 3}0.449{col 75}{space 4}-.3860509{col 88}{space 3} .1709606
{txt}{space 28}1975  {c |}{col 35}{res}{space 2}-.0868487{col 47}{space 2} .1486236{col 58}{space 1}   -0.58{col 67}{space 3}0.559{col 75}{space 4}-.3781456{col 88}{space 3} .2044483
{txt}{space 28}1976  {c |}{col 35}{res}{space 2}-.0953825{col 47}{space 2}  .153991{col 58}{space 1}   -0.62{col 67}{space 3}0.536{col 75}{space 4}-.3971993{col 88}{space 3} .2064344
{txt}{space 28}1977  {c |}{col 35}{res}{space 2}-.1406796{col 47}{space 2} .1589418{col 58}{space 1}   -0.89{col 67}{space 3}0.376{col 75}{space 4}-.4521998{col 88}{space 3} .1708405
{txt}{space 28}1978  {c |}{col 35}{res}{space 2}-.0926174{col 47}{space 2} .1651755{col 58}{space 1}   -0.56{col 67}{space 3}0.575{col 75}{space 4}-.4163554{col 88}{space 3} .2311207
{txt}{space 28}1979  {c |}{col 35}{res}{space 2}-.1008805{col 47}{space 2} .1702434{col 58}{space 1}   -0.59{col 67}{space 3}0.553{col 75}{space 4}-.4345514{col 88}{space 3} .2327904
{txt}{space 28}1980  {c |}{col 35}{res}{space 2}-.1240654{col 47}{space 2} .1760934{col 58}{space 1}   -0.70{col 67}{space 3}0.481{col 75}{space 4}-.4692021{col 88}{space 3} .2210713
{txt}{space 28}1981  {c |}{col 35}{res}{space 2}-.1609121{col 47}{space 2} .1816435{col 58}{space 1}   -0.89{col 67}{space 3}0.376{col 75}{space 4}-.5169268{col 88}{space 3} .1951026
{txt}{space 28}1982  {c |}{col 35}{res}{space 2}-.1587962{col 47}{space 2} .1873594{col 58}{space 1}   -0.85{col 67}{space 3}0.397{col 75}{space 4}-.5260139{col 88}{space 3} .2084216
{txt}{space 28}1983  {c |}{col 35}{res}{space 2}-.1724354{col 47}{space 2} .1931864{col 58}{space 1}   -0.89{col 67}{space 3}0.372{col 75}{space 4}-.5510738{col 88}{space 3} .2062031
{txt}{space 28}1984  {c |}{col 35}{res}{space 2}-.1828477{col 47}{space 2} .1991457{col 58}{space 1}   -0.92{col 67}{space 3}0.359{col 75}{space 4}-.5731661{col 88}{space 3} .2074707
{txt}{space 28}1985  {c |}{col 35}{res}{space 2}-.1572695{col 47}{space 2}  .204294{col 58}{space 1}   -0.77{col 67}{space 3}0.441{col 75}{space 4}-.5576783{col 88}{space 3} .2431394
{txt}{space 28}1986  {c |}{col 35}{res}{space 2}-.1445019{col 47}{space 2} .2101039{col 58}{space 1}   -0.69{col 67}{space 3}0.492{col 75}{space 4} -.556298{col 88}{space 3} .2672943
{txt}{space 28}1987  {c |}{col 35}{res}{space 2} -.184952{col 47}{space 2} .2156252{col 58}{space 1}   -0.86{col 67}{space 3}0.391{col 75}{space 4}-.6075697{col 88}{space 3} .2376656
{txt}{space 28}1988  {c |}{col 35}{res}{space 2}-.1889915{col 47}{space 2} .2210688{col 58}{space 1}   -0.85{col 67}{space 3}0.393{col 75}{space 4}-.6222784{col 88}{space 3} .2442955
{txt}{space 28}1989  {c |}{col 35}{res}{space 2}-.1557109{col 47}{space 2} .2279011{col 58}{space 1}   -0.68{col 67}{space 3}0.494{col 75}{space 4}-.6023889{col 88}{space 3} .2909671
{txt}{space 28}1990  {c |}{col 35}{res}{space 2}-.2299174{col 47}{space 2} .2338421{col 58}{space 1}   -0.98{col 67}{space 3}0.326{col 75}{space 4}-.6882394{col 88}{space 3} .2284047
{txt}{space 28}1991  {c |}{col 35}{res}{space 2}-.2256294{col 47}{space 2}  .237805{col 58}{space 1}   -0.95{col 67}{space 3}0.343{col 75}{space 4}-.6917186{col 88}{space 3} .2404598
{txt}{space 28}1992  {c |}{col 35}{res}{space 2}-.2326151{col 47}{space 2} .2432763{col 58}{space 1}   -0.96{col 67}{space 3}0.339{col 75}{space 4}-.7094279{col 88}{space 3} .2441976
{txt}{space 28}1993  {c |}{col 35}{res}{space 2} -.242141{col 47}{space 2} .2493672{col 58}{space 1}   -0.97{col 67}{space 3}0.332{col 75}{space 4}-.7308917{col 88}{space 3} .2466098
{txt}{space 28}1994  {c |}{col 35}{res}{space 2}-.2198867{col 47}{space 2} .2548118{col 58}{space 1}   -0.86{col 67}{space 3}0.388{col 75}{space 4}-.7193085{col 88}{space 3} .2795352
{txt}{space 28}1995  {c |}{col 35}{res}{space 2}-.2053928{col 47}{space 2} .2606054{col 58}{space 1}   -0.79{col 67}{space 3}0.431{col 75}{space 4}-.7161699{col 88}{space 3} .3053844
{txt}{space 28}1996  {c |}{col 35}{res}{space 2}-.2240066{col 47}{space 2} .2668499{col 58}{space 1}   -0.84{col 67}{space 3}0.401{col 75}{space 4}-.7470228{col 88}{space 3} .2990096
{txt}{space 28}1997  {c |}{col 35}{res}{space 2}-.2565019{col 47}{space 2} .2715459{col 58}{space 1}   -0.94{col 67}{space 3}0.345{col 75}{space 4}-.7887221{col 88}{space 3} .2757184
{txt}{space 28}1998  {c |}{col 35}{res}{space 2}-.2271176{col 47}{space 2} .2778044{col 58}{space 1}   -0.82{col 67}{space 3}0.414{col 75}{space 4}-.7716042{col 88}{space 3} .3173689
{txt}{space 28}1999  {c |}{col 35}{res}{space 2} -.267546{col 47}{space 2} .2832276{col 58}{space 1}   -0.94{col 67}{space 3}0.345{col 75}{space 4}-.8226619{col 88}{space 3} .2875699
{txt}{space 28}2000  {c |}{col 35}{res}{space 2}-.2566236{col 47}{space 2} .2896939{col 58}{space 1}   -0.89{col 67}{space 3}0.376{col 75}{space 4}-.8244132{col 88}{space 3} .3111659
{txt}{space 28}2001  {c |}{col 35}{res}{space 2}-.2654497{col 47}{space 2} .2958028{col 58}{space 1}   -0.90{col 67}{space 3}0.370{col 75}{space 4}-.8452126{col 88}{space 3} .3143131
{txt}{space 28}2002  {c |}{col 35}{res}{space 2}-.2618246{col 47}{space 2} .3011522{col 58}{space 1}   -0.87{col 67}{space 3}0.385{col 75}{space 4}-.8520721{col 88}{space 3} .3284229
{txt}{space 28}2003  {c |}{col 35}{res}{space 2}-.2613954{col 47}{space 2} .3061557{col 58}{space 1}   -0.85{col 67}{space 3}0.393{col 75}{space 4}-.8614495{col 88}{space 3} .3386588
{txt}{space 28}2004  {c |}{col 35}{res}{space 2} -.239144{col 47}{space 2} .3125608{col 58}{space 1}   -0.77{col 67}{space 3}0.444{col 75}{space 4} -.851752{col 88}{space 3}  .373464
{txt}{space 28}2005  {c |}{col 35}{res}{space 2} -.286525{col 47}{space 2} .3183451{col 58}{space 1}   -0.90{col 67}{space 3}0.368{col 75}{space 4}-.9104699{col 88}{space 3} .3374198
{txt}{space 28}2006  {c |}{col 35}{res}{space 2}-.2893087{col 47}{space 2} .3242831{col 58}{space 1}   -0.89{col 67}{space 3}0.372{col 75}{space 4}-.9248919{col 88}{space 3} .3462745
{txt}{space 28}2007  {c |}{col 35}{res}{space 2}-.3127189{col 47}{space 2} .3294148{col 58}{space 1}   -0.95{col 67}{space 3}0.342{col 75}{space 4}-.9583602{col 88}{space 3} .3329223
{txt}{space 28}2008  {c |}{col 35}{res}{space 2}-.2613492{col 47}{space 2} .3350224{col 58}{space 1}   -0.78{col 67}{space 3}0.435{col 75}{space 4}-.9179811{col 88}{space 3} .3952827
{txt}{space 28}2009  {c |}{col 35}{res}{space 2}-.3632248{col 47}{space 2} .3410053{col 58}{space 1}   -1.07{col 67}{space 3}0.287{col 75}{space 4}-1.031583{col 88}{space 3} .3051334
{txt}{space 33} {c |}
{space 29}year {c |}
{space 28}2018  {c |}{col 35}{res}{space 2} .0658439{col 47}{space 2} .0584955{col 58}{space 1}    1.13{col 67}{space 3}0.260{col 75}{space 4}-.0488052{col 88}{space 3}  .180493
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5652386{col 47}{space 2} .3899042{col 58}{space 1}    1.45{col 67}{space 3}0.147{col 75}{space 4}-.1989596{col 88}{space 3} 1.329437
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}{hline 29}{c TT}{hline 48}
{col 3}Random-effects parameters{col 30}{c |}{col 34}Estimate{col 45}Std. err.{col 59}[95% conf. interval]
{hline 29}{c +}{hline 48}
{res}BuLaYouth{txt}: Independent{col 30}{c |}
{space 17}var(2.IEdu) {c |}{res}{col 33} .0004893{col 44} .0005829{col 58} .0000474{col 70} .0050532
{txt}{space 17}var(3.IEdu) {c |}{res}{col 33} 8.30e-11{col 44} 3.55e-06{col 58}        0{col 70}        .
{txt}{space 18}var(_cons) {c |}{res}{col 33} .0000419{col 44} .0001848{col 58} 7.32e-09{col 70} .2393977
{txt}{hline 29}{c +}{hline 48}
{col 16}var(Residual){col 30}{c |}{res}{col 33}  .025926{col 44} .0006508{col 58} .0246813{col 70} .0272334
{txt}{hline 29}{c BT}{hline 48}
LR test vs. linear model:{col 27}chi2({res}3{txt}) = {res}2.49{col 59}{txt}Prob > chi2 ={col 73}{res}0.4772

{txt}{p 0 6 4}Note: {help j_mixedlr##|_new:LR test is conservative} and provided only for reference.{p_end}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,278}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, fixed portion, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0017396{col 38}{space 2} .0323097{col 49}{space 1}    0.05{col 58}{space 3}0.957{col 66}{space 4}-.0615863{col 79}{space 3} .0650655
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0454294{col 38}{space 2} .0254409{col 49}{space 1}   -1.79{col 58}{space 3}0.074{col 66}{space 4}-.0952927{col 79}{space 3} .0044338
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0089309{col 38}{space 2} .0281953{col 49}{space 1}    0.32{col 58}{space 3}0.751{col 66}{space 4}-.0463309{col 79}{space 3} .0641927
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,278
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    541{txt}){col 67}= {res}     65.48
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2618
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2412
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2301
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1612

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0161469{col 47}{space 2} .0308243{col 58}{space 1}    0.52{col 67}{space 3}0.601{col 75}{space 4}-.0444031{col 88}{space 3} .0766969
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0826745{col 47}{space 2} .0079484{col 58}{space 1}   10.40{col 67}{space 3}0.000{col 75}{space 4}  .067061{col 88}{space 3}  .098288
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1759218{col 47}{space 2} .0089694{col 58}{space 1}   19.61{col 67}{space 3}0.000{col 75}{space 4} .1583026{col 88}{space 3}  .193541
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0017699{col 47}{space 2} .0056758{col 58}{space 1}   -0.31{col 67}{space 3}0.755{col 75}{space 4}-.0129193{col 88}{space 3} .0093794
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000196{col 47}{space 2} .0000205{col 58}{space 1}   -0.96{col 67}{space 3}0.339{col 75}{space 4}-.0000597{col 88}{space 3} .0000206
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2} -.077787{col 47}{space 2} .0059424{col 58}{space 1}  -13.09{col 67}{space 3}0.000{col 75}{space 4}-.0894601{col 88}{space 3}-.0661139
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0645299{col 47}{space 2} .0236971{col 58}{space 1}    2.72{col 67}{space 3}0.007{col 75}{space 4} .0179803{col 88}{space 3} .1110794
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .016888{col 47}{space 2} .0075666{col 58}{space 1}    2.23{col 67}{space 3}0.026{col 75}{space 4} .0020244{col 88}{space 3} .0317515
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0302987{col 47}{space 2} .0120374{col 58}{space 1}    2.52{col 67}{space 3}0.012{col 75}{space 4} .0066529{col 88}{space 3} .0539445
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0419291{col 47}{space 2}  .010237{col 58}{space 1}    4.10{col 67}{space 3}0.000{col 75}{space 4}   .02182{col 88}{space 3} .0620382
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .053469{col 47}{space 2} .0147493{col 58}{space 1}    3.63{col 67}{space 3}0.000{col 75}{space 4}  .024496{col 88}{space 3}  .082442
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2} 3.19e-08{col 47}{space 2} 2.95e-08{col 58}{space 1}    1.08{col 67}{space 3}0.281{col 75}{space 4}-2.61e-08{col 88}{space 3} 9.00e-08
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000498{col 47}{space 2} .0001052{col 58}{space 1}   -0.47{col 67}{space 3}0.636{col 75}{space 4}-.0002564{col 88}{space 3} .0001567
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0672472{col 47}{space 2} .0376255{col 58}{space 1}   -1.79{col 67}{space 3}0.074{col 75}{space 4}-.1411571{col 88}{space 3} .0066627
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0131666{col 47}{space 2}  .039066{col 58}{space 1}   -0.34{col 67}{space 3}0.736{col 75}{space 4}-.0899062{col 88}{space 3} .0635731
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4571836{col 47}{space 2} .2478305{col 58}{space 1}    1.84{col 67}{space 3}0.066{col 75}{space 4}-.0296444{col 88}{space 3} .9440116
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,278}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0161469{col 38}{space 2} .0308243{col 49}{space 1}    0.52{col 58}{space 3}0.600{col 66}{space 4}-.0442676{col 79}{space 3} .0765614
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0511003{col 38}{space 2} .0250907{col 49}{space 1}   -2.04{col 58}{space 3}0.042{col 66}{space 4}-.1002771{col 79}{space 3}-.0019235
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0029804{col 38}{space 2} .0278018{col 49}{space 1}    0.11{col 58}{space 3}0.915{col 66}{space 4}-.0515102{col 79}{space 3} .0574709
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 8 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,278
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    541{txt}){col 67}= {res}     65.22
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2660
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2419
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2307
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1611

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0119073{col 47}{space 2} .0405359{col 58}{space 1}    0.29{col 67}{space 3}0.769{col 75}{space 4}-.0677197{col 88}{space 3} .0915344
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0823416{col 47}{space 2} .0079729{col 58}{space 1}   10.33{col 67}{space 3}0.000{col 75}{space 4} .0666799{col 88}{space 3} .0980033
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1759512{col 47}{space 2} .0089902{col 58}{space 1}   19.57{col 67}{space 3}0.000{col 75}{space 4} .1582913{col 88}{space 3} .1936111
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0176381{col 47}{space 2} .0075428{col 58}{space 1}    2.34{col 67}{space 3}0.020{col 75}{space 4} .0028213{col 88}{space 3} .0324548
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0293249{col 47}{space 2} .0120642{col 58}{space 1}    2.43{col 67}{space 3}0.015{col 75}{space 4} .0056266{col 88}{space 3} .0530233
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .040659{col 47}{space 2} .0103052{col 58}{space 1}    3.95{col 67}{space 3}0.000{col 75}{space 4} .0204159{col 88}{space 3} .0609021
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0531239{col 47}{space 2}  .014833{col 58}{space 1}    3.58{col 67}{space 3}0.000{col 75}{space 4} .0239865{col 88}{space 3} .0822613
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} -.001744{col 47}{space 2} .0056934{col 58}{space 1}   -0.31{col 67}{space 3}0.759{col 75}{space 4}-.0129278{col 88}{space 3} .0094399
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000186{col 47}{space 2} .0000205{col 58}{space 1}   -0.91{col 67}{space 3}0.365{col 75}{space 4}-.0000589{col 88}{space 3} .0000217
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0782739{col 47}{space 2} .0059279{col 58}{space 1}  -13.20{col 67}{space 3}0.000{col 75}{space 4}-.0899184{col 88}{space 3}-.0666295
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0676517{col 47}{space 2} .0239614{col 58}{space 1}    2.82{col 67}{space 3}0.005{col 75}{space 4} .0205829{col 88}{space 3} .1147204
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.72e-08{col 47}{space 2} 5.62e-08{col 58}{space 1}    1.20{col 67}{space 3}0.232{col 75}{space 4}-4.31e-08{col 88}{space 3} 1.78e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000331{col 47}{space 2} .0001262{col 58}{space 1}   -0.26{col 67}{space 3}0.793{col 75}{space 4}-.0002809{col 88}{space 3} .0002147
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0643513{col 47}{space 2} .0381911{col 58}{space 1}   -1.68{col 67}{space 3}0.093{col 75}{space 4}-.1393723{col 88}{space 3} .0106697
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0093632{col 47}{space 2} .0397099{col 58}{space 1}   -0.24{col 67}{space 3}0.814{col 75}{space 4}-.0873676{col 88}{space 3} .0686413
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4533919{col 47}{space 2} .2488658{col 58}{space 1}    1.82{col 67}{space 3}0.069{col 75}{space 4}-.0354697{col 88}{space 3} .9422536
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 28}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}                Absorbed FE{col 29}{c |} Categories{col 42} - Redundant{col 54}  = Num. Coefs{col 69}{c |}
{res}{col 1}{text}{hline 28}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}             year_secschool{col 29}{c |}{space 1}       60{col 42}{space 1}        0{col 54}{result}{space 1}       60{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                       year{col 29}{c |}{space 1}        2{col 42}{space 1}        1{col 54}{result}{space 1}        1{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                  BuLaYouth{col 29}{c |}{space 1}       15{col 42}{space 1}        1{col 54}{result}{space 1}       14{col 68}{text}?{col 69}{c |}
{res}{col 1}{text} BuLaYouth#c.year_secschool{col 29}{c |}{space 1}       15{col 42}{space 1}        0{col 54}{result}{space 1}       15{col 68}{text}?{col 69}{c |}
{res}{col 1}{text}{hline 28}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,278}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0119073{col 38}{space 2} .0405359{col 49}{space 1}    0.29{col 58}{space 3}0.769{col 66}{space 4}-.0675416{col 79}{space 3} .0913562
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} -.052444{col 38}{space 2} .0361676{col 49}{space 1}   -1.45{col 58}{space 3}0.147{col 66}{space 4}-.1233311{col 79}{space 3} .0184432
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0025441{col 38}{space 2} .0370107{col 49}{space 1}    0.07{col 58}{space 3}0.945{col 66}{space 4}-.0699956{col 79}{space 3} .0750839
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,278
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     50.56
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2591
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2406
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2325
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1612

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0145063{col 47}{space 2} .0469607{col 58}{space 1}   -0.31{col 67}{space 3}0.758{col 75}{space 4}-.1067539{col 88}{space 3} .0777413
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0047446{col 47}{space 2} .0321267{col 58}{space 1}    0.15{col 67}{space 3}0.883{col 75}{space 4}-.0583637{col 88}{space 3}  .067853
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0652844{col 47}{space 2} .0106822{col 58}{space 1}    6.11{col 67}{space 3}0.000{col 75}{space 4} .0443008{col 88}{space 3}  .086268
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1645672{col 47}{space 2} .0121626{col 58}{space 1}   13.53{col 67}{space 3}0.000{col 75}{space 4} .1406755{col 88}{space 3}  .188459
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0132043{col 47}{space 2} .0076199{col 58}{space 1}    1.73{col 67}{space 3}0.084{col 75}{space 4} -.001764{col 88}{space 3} .0281726
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0294491{col 47}{space 2} .0119831{col 58}{space 1}    2.46{col 67}{space 3}0.014{col 75}{space 4} .0059099{col 88}{space 3} .0529883
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0427829{col 47}{space 2} .0101616{col 58}{space 1}    4.21{col 67}{space 3}0.000{col 75}{space 4}  .022822{col 88}{space 3} .0627438
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0540637{col 47}{space 2} .0147611{col 58}{space 1}    3.66{col 67}{space 3}0.000{col 75}{space 4} .0250676{col 88}{space 3} .0830597
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0018431{col 47}{space 2} .0057061{col 58}{space 1}   -0.32{col 67}{space 3}0.747{col 75}{space 4}-.0130519{col 88}{space 3} .0093657
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000184{col 47}{space 2} .0000204{col 58}{space 1}   -0.90{col 67}{space 3}0.368{col 75}{space 4}-.0000584{col 88}{space 3} .0000217
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0767027{col 47}{space 2} .0059222{col 58}{space 1}  -12.95{col 67}{space 3}0.000{col 75}{space 4}-.0883359{col 88}{space 3}-.0650694
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0631591{col 47}{space 2} .0234252{col 58}{space 1}    2.70{col 67}{space 3}0.007{col 75}{space 4} .0171435{col 88}{space 3} .1091746
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0851634{col 47}{space 2}   .03889{col 58}{space 1}    2.19{col 67}{space 3}0.029{col 75}{space 4} .0087695{col 88}{space 3} .1615573
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0692248{col 47}{space 2} .0399271{col 58}{space 1}    1.73{col 67}{space 3}0.084{col 75}{space 4}-.0092064{col 88}{space 3}  .147656
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0438705{col 47}{space 2} .0381823{col 58}{space 1}   -1.15{col 67}{space 3}0.251{col 75}{space 4}-.1188742{col 88}{space 3} .0311332
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0069269{col 47}{space 2} .0395074{col 58}{space 1}    0.18{col 67}{space 3}0.861{col 75}{space 4}-.0706798{col 88}{space 3} .0845335
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 5.27e-08{col 47}{space 2} 2.21e-08{col 58}{space 1}    2.39{col 67}{space 3}0.017{col 75}{space 4} 9.34e-09{col 88}{space 3} 9.61e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.27e-08{col 47}{space 2} 2.87e-08{col 58}{space 1}    2.18{col 67}{space 3}0.029{col 75}{space 4} 6.29e-09{col 88}{space 3} 1.19e-07
{txt}{space 23}B_leftvote {c |}{col 35}{res}{space 2}-.0025568{col 47}{space 2} .0011625{col 58}{space 1}   -2.20{col 67}{space 3}0.028{col 75}{space 4}-.0048403{col 88}{space 3}-.0002733
{txt}{space 23}W_leftvote {c |}{col 35}{res}{space 2}-.0009766{col 47}{space 2} .0008304{col 58}{space 1}   -1.18{col 67}{space 3}0.240{col 75}{space 4}-.0026078{col 88}{space 3} .0006545
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .5537261{col 47}{space 2} .2508392{col 58}{space 1}    2.21{col 67}{space 3}0.028{col 75}{space 4} .0609879{col 88}{space 3} 1.046464
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,278}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0047446{col 38}{space 2} .0321267{col 49}{space 1}    0.15{col 58}{space 3}0.883{col 66}{space 4}-.0582225{col 79}{space 3} .0677118
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0391259{col 38}{space 2} .0253083{col 49}{space 1}   -1.55{col 58}{space 3}0.122{col 66}{space 4}-.0887291{col 79}{space 3} .0104774
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0116715{col 38}{space 2} .0276455{col 49}{space 1}    0.42{col 58}{space 3}0.673{col 66}{space 4}-.0425127{col 79}{space 3} .0658557
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Performing EM optimization ...
{res}
{txt}Performing gradient-based optimization: 
{res}{txt}Iteration 0:{space 2}Log restricted-likelihood = {res: 962.79171}  
Iteration 1:{space 2}Log restricted-likelihood = {res:  962.9719}  
Iteration 2:{space 2}Log restricted-likelihood = {res: 963.45154}  
Iteration 3:{space 2}Log restricted-likelihood = {res: 963.46298}  
Iteration 4:{space 2}Log restricted-likelihood = {res: 963.46298}  
{res}
{txt}Computing standard errors ...
{res}
{txt}Mixed-effects REML regression{col 54}Number of obs{col 70} = {res} 3,171
{txt}Group variable: {res}BuLaYouth{col 54}{txt}Number of groups{col 70} = {res}    15
{txt}{col 54}Obs per group:
{col 67}min = {res}    31
{txt}{col 67}avg = {res} 211.4
{txt}{col 67}max = {res}   746
{col 54}{txt}Wald chi2({res}80{txt}){col 70} = {res}895.94
{txt}Log restricted-likelihood = {res} 963.46298{col 54}{txt}Prob > chi2{col 70} = {res}0.0000

{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  Std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0329879{col 47}{space 2} .0450578{col 58}{space 1}   -0.73{col 67}{space 3}0.464{col 75}{space 4}-.1212994{col 88}{space 3} .0553237
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}  .117382{col 47}{space 2} .0381279{col 58}{space 1}    3.08{col 67}{space 3}0.002{col 75}{space 4} .0426527{col 88}{space 3} .1921114
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .016334{col 47}{space 2} .0141998{col 58}{space 1}    1.15{col 67}{space 3}0.250{col 75}{space 4}-.0114971{col 88}{space 3}  .044165
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1360547{col 47}{space 2} .0165382{col 58}{space 1}    8.23{col 67}{space 3}0.000{col 75}{space 4} .1036404{col 88}{space 3} .1684691
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0037174{col 47}{space 2} .0062739{col 58}{space 1}   -0.59{col 67}{space 3}0.554{col 75}{space 4} -.016014{col 88}{space 3} .0085792
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000118{col 47}{space 2} .0000225{col 58}{space 1}    0.53{col 67}{space 3}0.599{col 75}{space 4}-.0000323{col 88}{space 3}  .000056
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0679709{col 47}{space 2} .0059907{col 58}{space 1}  -11.35{col 67}{space 3}0.000{col 75}{space 4}-.0797124{col 88}{space 3}-.0562294
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0723665{col 47}{space 2} .0212443{col 58}{space 1}    3.41{col 67}{space 3}0.001{col 75}{space 4} .0307284{col 88}{space 3} .1140046
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0316919{col 47}{space 2} .0080971{col 58}{space 1}    3.91{col 67}{space 3}0.000{col 75}{space 4} .0158218{col 88}{space 3} .0475619
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0597622{col 47}{space 2} .0124221{col 58}{space 1}    4.81{col 67}{space 3}0.000{col 75}{space 4} .0354153{col 88}{space 3} .0841091
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0506899{col 47}{space 2} .0101917{col 58}{space 1}    4.97{col 67}{space 3}0.000{col 75}{space 4} .0307145{col 88}{space 3} .0706653
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0649097{col 47}{space 2} .0150595{col 58}{space 1}    4.31{col 67}{space 3}0.000{col 75}{space 4} .0353936{col 88}{space 3} .0944257
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 1.42e-08{col 47}{space 2} 4.28e-08{col 58}{space 1}    0.33{col 67}{space 3}0.739{col 75}{space 4}-6.97e-08{col 88}{space 3} 9.81e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.93e-08{col 47}{space 2} 3.19e-08{col 58}{space 1}    2.17{col 67}{space 3}0.030{col 75}{space 4} 6.85e-09{col 88}{space 3} 1.32e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0000312{col 47}{space 2} .0003164{col 58}{space 1}    0.10{col 67}{space 3}0.922{col 75}{space 4} -.000589{col 88}{space 3} .0006513
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} -.000035{col 47}{space 2} .0001139{col 58}{space 1}   -0.31{col 67}{space 3}0.759{col 75}{space 4}-.0002583{col 88}{space 3} .0001884
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0197535{col 47}{space 2} .0395068{col 58}{space 1}    0.50{col 67}{space 3}0.617{col 75}{space 4}-.0576783{col 88}{space 3} .0971854
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0062144{col 47}{space 2} .0475077{col 58}{space 1}    0.13{col 67}{space 3}0.896{col 75}{space 4}-.0868991{col 88}{space 3} .0993279
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1476681{col 47}{space 2} .0397756{col 58}{space 1}   -3.71{col 67}{space 3}0.000{col 75}{space 4}-.2256268{col 88}{space 3}-.0697095
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1524463{col 47}{space 2} .0448439{col 58}{space 1}   -3.40{col 67}{space 3}0.001{col 75}{space 4}-.2403387{col 88}{space 3}-.0645539
{txt}{space 33} {c |}
{space 19}year_secschool {c |}
{space 28}1951  {c |}{col 35}{res}{space 2}-.0007689{col 47}{space 2} .0390496{col 58}{space 1}   -0.02{col 67}{space 3}0.984{col 75}{space 4}-.0773047{col 88}{space 3} .0757669
{txt}{space 28}1952  {c |}{col 35}{res}{space 2}     .002{col 47}{space 2} .0405626{col 58}{space 1}    0.05{col 67}{space 3}0.961{col 75}{space 4}-.0775012{col 88}{space 3} .0815013
{txt}{space 28}1953  {c |}{col 35}{res}{space 2} .0340649{col 47}{space 2} .0405144{col 58}{space 1}    0.84{col 67}{space 3}0.400{col 75}{space 4}-.0453419{col 88}{space 3} .1134716
{txt}{space 28}1954  {c |}{col 35}{res}{space 2}-.0068364{col 47}{space 2} .0444712{col 58}{space 1}   -0.15{col 67}{space 3}0.878{col 75}{space 4}-.0939983{col 88}{space 3} .0803254
{txt}{space 28}1955  {c |}{col 35}{res}{space 2}-.0394164{col 47}{space 2} .0494629{col 58}{space 1}   -0.80{col 67}{space 3}0.426{col 75}{space 4}-.1363618{col 88}{space 3} .0575291
{txt}{space 28}1956  {c |}{col 35}{res}{space 2} .0546564{col 47}{space 2} .0562523{col 58}{space 1}    0.97{col 67}{space 3}0.331{col 75}{space 4}-.0555961{col 88}{space 3} .1649088
{txt}{space 28}1957  {c |}{col 35}{res}{space 2} .0106909{col 47}{space 2} .0563981{col 58}{space 1}    0.19{col 67}{space 3}0.850{col 75}{space 4}-.0998473{col 88}{space 3} .1212291
{txt}{space 28}1958  {c |}{col 35}{res}{space 2}-.0075183{col 47}{space 2} .0610352{col 58}{space 1}   -0.12{col 67}{space 3}0.902{col 75}{space 4} -.127145{col 88}{space 3} .1121085
{txt}{space 28}1959  {c |}{col 35}{res}{space 2} .0027095{col 47}{space 2} .0654254{col 58}{space 1}    0.04{col 67}{space 3}0.967{col 75}{space 4}-.1255219{col 88}{space 3} .1309409
{txt}{space 28}1960  {c |}{col 35}{res}{space 2} .0036405{col 47}{space 2} .0703412{col 58}{space 1}    0.05{col 67}{space 3}0.959{col 75}{space 4}-.1342258{col 88}{space 3} .1415067
{txt}{space 28}1961  {c |}{col 35}{res}{space 2}-.0036035{col 47}{space 2} .0754921{col 58}{space 1}   -0.05{col 67}{space 3}0.962{col 75}{space 4}-.1515654{col 88}{space 3} .1443583
{txt}{space 28}1962  {c |}{col 35}{res}{space 2}-.0444695{col 47}{space 2} .0817532{col 58}{space 1}   -0.54{col 67}{space 3}0.586{col 75}{space 4}-.2047028{col 88}{space 3} .1157637
{txt}{space 28}1963  {c |}{col 35}{res}{space 2}-.0338645{col 47}{space 2} .0865589{col 58}{space 1}   -0.39{col 67}{space 3}0.696{col 75}{space 4}-.2035168{col 88}{space 3} .1357878
{txt}{space 28}1964  {c |}{col 35}{res}{space 2}-.0344647{col 47}{space 2} .0932812{col 58}{space 1}   -0.37{col 67}{space 3}0.712{col 75}{space 4}-.2172925{col 88}{space 3}  .148363
{txt}{space 28}1965  {c |}{col 35}{res}{space 2}-.0393904{col 47}{space 2} .0985136{col 58}{space 1}   -0.40{col 67}{space 3}0.689{col 75}{space 4}-.2324735{col 88}{space 3} .1536928
{txt}{space 28}1966  {c |}{col 35}{res}{space 2} .0160029{col 47}{space 2} .1038613{col 58}{space 1}    0.15{col 67}{space 3}0.878{col 75}{space 4}-.1875614{col 88}{space 3} .2195673
{txt}{space 28}1967  {c |}{col 35}{res}{space 2}-.0375539{col 47}{space 2} .1080772{col 58}{space 1}   -0.35{col 67}{space 3}0.728{col 75}{space 4}-.2493812{col 88}{space 3} .1742734
{txt}{space 28}1968  {c |}{col 35}{res}{space 2} .0298326{col 47}{space 2} .1139077{col 58}{space 1}    0.26{col 67}{space 3}0.793{col 75}{space 4}-.1934223{col 88}{space 3} .2530875
{txt}{space 28}1969  {c |}{col 35}{res}{space 2}-.0556312{col 47}{space 2} .1201123{col 58}{space 1}   -0.46{col 67}{space 3}0.643{col 75}{space 4} -.291047{col 88}{space 3} .1797847
{txt}{space 28}1970  {c |}{col 35}{res}{space 2}-.0383143{col 47}{space 2} .1263962{col 58}{space 1}   -0.30{col 67}{space 3}0.762{col 75}{space 4}-.2860463{col 88}{space 3} .2094176
{txt}{space 28}1971  {c |}{col 35}{res}{space 2}-.0215282{col 47}{space 2} .1311711{col 58}{space 1}   -0.16{col 67}{space 3}0.870{col 75}{space 4}-.2786189{col 88}{space 3} .2355624
{txt}{space 28}1972  {c |}{col 35}{res}{space 2}-.0496889{col 47}{space 2} .1370675{col 58}{space 1}   -0.36{col 67}{space 3}0.717{col 75}{space 4}-.3183362{col 88}{space 3} .2189584
{txt}{space 28}1973  {c |}{col 35}{res}{space 2} -.006471{col 47}{space 2} .1428858{col 58}{space 1}   -0.05{col 67}{space 3}0.964{col 75}{space 4} -.286522{col 88}{space 3} .2735801
{txt}{space 28}1974  {c |}{col 35}{res}{space 2}-.0398748{col 47}{space 2} .1481845{col 58}{space 1}   -0.27{col 67}{space 3}0.788{col 75}{space 4}-.3303111{col 88}{space 3} .2505616
{txt}{space 28}1975  {c |}{col 35}{res}{space 2}-.0317186{col 47}{space 2} .1549566{col 58}{space 1}   -0.20{col 67}{space 3}0.838{col 75}{space 4} -.335428{col 88}{space 3} .2719908
{txt}{space 28}1976  {c |}{col 35}{res}{space 2}-.0259714{col 47}{space 2} .1605844{col 58}{space 1}   -0.16{col 67}{space 3}0.872{col 75}{space 4} -.340711{col 88}{space 3} .2887683
{txt}{space 28}1977  {c |}{col 35}{res}{space 2}-.0794692{col 47}{space 2} .1658704{col 58}{space 1}   -0.48{col 67}{space 3}0.632{col 75}{space 4}-.4045691{col 88}{space 3} .2456308
{txt}{space 28}1978  {c |}{col 35}{res}{space 2}-.0247407{col 47}{space 2}  .172281{col 58}{space 1}   -0.14{col 67}{space 3}0.886{col 75}{space 4}-.3624053{col 88}{space 3} .3129239
{txt}{space 28}1979  {c |}{col 35}{res}{space 2} -.030544{col 47}{space 2} .1776124{col 58}{space 1}   -0.17{col 67}{space 3}0.863{col 75}{space 4}-.3786579{col 88}{space 3} .3175699
{txt}{space 28}1980  {c |}{col 35}{res}{space 2}-.0539803{col 47}{space 2} .1835805{col 58}{space 1}   -0.29{col 67}{space 3}0.769{col 75}{space 4}-.4137915{col 88}{space 3} .3058308
{txt}{space 28}1981  {c |}{col 35}{res}{space 2}-.0873892{col 47}{space 2} .1893532{col 58}{space 1}   -0.46{col 67}{space 3}0.644{col 75}{space 4}-.4585147{col 88}{space 3} .2837363
{txt}{space 28}1982  {c |}{col 35}{res}{space 2}-.0824908{col 47}{space 2}  .195364{col 58}{space 1}   -0.42{col 67}{space 3}0.673{col 75}{space 4}-.4653971{col 88}{space 3} .3004156
{txt}{space 28}1983  {c |}{col 35}{res}{space 2}-.0972799{col 47}{space 2} .2016121{col 58}{space 1}   -0.48{col 67}{space 3}0.629{col 75}{space 4}-.4924325{col 88}{space 3} .2978726
{txt}{space 28}1984  {c |}{col 35}{res}{space 2}-.1152392{col 47}{space 2} .2078174{col 58}{space 1}   -0.55{col 67}{space 3}0.579{col 75}{space 4}-.5225538{col 88}{space 3} .2920754
{txt}{space 28}1985  {c |}{col 35}{res}{space 2}-.0947891{col 47}{space 2} .2130506{col 58}{space 1}   -0.44{col 67}{space 3}0.656{col 75}{space 4}-.5123606{col 88}{space 3} .3227824
{txt}{space 28}1986  {c |}{col 35}{res}{space 2}-.0595764{col 47}{space 2} .2192597{col 58}{space 1}   -0.27{col 67}{space 3}0.786{col 75}{space 4}-.4893175{col 88}{space 3} .3701646
{txt}{space 28}1987  {c |}{col 35}{res}{space 2}-.1184742{col 47}{space 2} .2248084{col 58}{space 1}   -0.53{col 67}{space 3}0.598{col 75}{space 4}-.5590906{col 88}{space 3} .3221422
{txt}{space 28}1988  {c |}{col 35}{res}{space 2}-.1032686{col 47}{space 2} .2307862{col 58}{space 1}   -0.45{col 67}{space 3}0.655{col 75}{space 4}-.5556013{col 88}{space 3} .3490641
{txt}{space 28}1989  {c |}{col 35}{res}{space 2}-.0838425{col 47}{space 2} .2376783{col 58}{space 1}   -0.35{col 67}{space 3}0.724{col 75}{space 4}-.5496833{col 88}{space 3} .3819984
{txt}{space 28}1990  {c |}{col 35}{res}{space 2}-.1544654{col 47}{space 2} .2439021{col 58}{space 1}   -0.63{col 67}{space 3}0.527{col 75}{space 4}-.6325048{col 88}{space 3}  .323574
{txt}{space 28}1991  {c |}{col 35}{res}{space 2}-.1472495{col 47}{space 2} .2479894{col 58}{space 1}   -0.59{col 67}{space 3}0.553{col 75}{space 4}-.6332998{col 88}{space 3} .3388007
{txt}{space 28}1992  {c |}{col 35}{res}{space 2}-.1504238{col 47}{space 2} .2536802{col 58}{space 1}   -0.59{col 67}{space 3}0.553{col 75}{space 4}-.6476278{col 88}{space 3} .3467803
{txt}{space 28}1993  {c |}{col 35}{res}{space 2}-.1619479{col 47}{space 2} .2602135{col 58}{space 1}   -0.62{col 67}{space 3}0.534{col 75}{space 4}-.6719569{col 88}{space 3} .3480611
{txt}{space 28}1994  {c |}{col 35}{res}{space 2}-.1232141{col 47}{space 2} .2657822{col 58}{space 1}   -0.46{col 67}{space 3}0.643{col 75}{space 4}-.6441377{col 88}{space 3} .3977095
{txt}{space 28}1995  {c |}{col 35}{res}{space 2}-.1156847{col 47}{space 2} .2717395{col 58}{space 1}   -0.43{col 67}{space 3}0.670{col 75}{space 4}-.6482843{col 88}{space 3}  .416915
{txt}{space 28}1996  {c |}{col 35}{res}{space 2}-.1362925{col 47}{space 2} .2782177{col 58}{space 1}   -0.49{col 67}{space 3}0.624{col 75}{space 4}-.6815891{col 88}{space 3} .4090041
{txt}{space 28}1997  {c |}{col 35}{res}{space 2}-.1773227{col 47}{space 2} .2832137{col 58}{space 1}   -0.63{col 67}{space 3}0.531{col 75}{space 4}-.7324114{col 88}{space 3}  .377766
{txt}{space 28}1998  {c |}{col 35}{res}{space 2}-.1588767{col 47}{space 2} .2896649{col 58}{space 1}   -0.55{col 67}{space 3}0.583{col 75}{space 4}-.7266094{col 88}{space 3} .4088561
{txt}{space 28}1999  {c |}{col 35}{res}{space 2}-.1885905{col 47}{space 2} .2953083{col 58}{space 1}   -0.64{col 67}{space 3}0.523{col 75}{space 4}-.7673841{col 88}{space 3}  .390203
{txt}{space 28}2000  {c |}{col 35}{res}{space 2}-.1745767{col 47}{space 2} .3020176{col 58}{space 1}   -0.58{col 67}{space 3}0.563{col 75}{space 4}-.7665203{col 88}{space 3} .4173668
{txt}{space 28}2001  {c |}{col 35}{res}{space 2}-.1802342{col 47}{space 2} .3085876{col 58}{space 1}   -0.58{col 67}{space 3}0.559{col 75}{space 4}-.7850548{col 88}{space 3} .4245863
{txt}{space 28}2002  {c |}{col 35}{res}{space 2}-.1661432{col 47}{space 2} .3141172{col 58}{space 1}   -0.53{col 67}{space 3}0.597{col 75}{space 4}-.7818017{col 88}{space 3} .4495152
{txt}{space 28}2003  {c |}{col 35}{res}{space 2}-.1630916{col 47}{space 2} .3192279{col 58}{space 1}   -0.51{col 67}{space 3}0.609{col 75}{space 4}-.7887668{col 88}{space 3} .4625837
{txt}{space 28}2004  {c |}{col 35}{res}{space 2}-.1426807{col 47}{space 2} .3259102{col 58}{space 1}   -0.44{col 67}{space 3}0.662{col 75}{space 4}-.7814529{col 88}{space 3} .4960915
{txt}{space 28}2005  {c |}{col 35}{res}{space 2}-.1700253{col 47}{space 2} .3319016{col 58}{space 1}   -0.51{col 67}{space 3}0.608{col 75}{space 4}-.8205405{col 88}{space 3}   .48049
{txt}{space 28}2006  {c |}{col 35}{res}{space 2}-.1693431{col 47}{space 2} .3381803{col 58}{space 1}   -0.50{col 67}{space 3}0.617{col 75}{space 4}-.8321643{col 88}{space 3} .4934781
{txt}{space 28}2007  {c |}{col 35}{res}{space 2}-.2009311{col 47}{space 2} .3435833{col 58}{space 1}   -0.58{col 67}{space 3}0.559{col 75}{space 4}-.8743419{col 88}{space 3} .4724797
{txt}{space 28}2008  {c |}{col 35}{res}{space 2}-.1382132{col 47}{space 2} .3494105{col 58}{space 1}   -0.40{col 67}{space 3}0.692{col 75}{space 4}-.8230453{col 88}{space 3} .5466189
{txt}{space 28}2009  {c |}{col 35}{res}{space 2}-.2523149{col 47}{space 2} .3556403{col 58}{space 1}   -0.71{col 67}{space 3}0.478{col 75}{space 4}-.9493571{col 88}{space 3} .4447274
{txt}{space 33} {c |}
{space 29}year {c |}
{space 28}2018  {c |}{col 35}{res}{space 2} .0523701{col 47}{space 2} .0609731{col 58}{space 1}    0.86{col 67}{space 3}0.390{col 75}{space 4}-.0671351{col 88}{space 3} .1718752
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5308403{col 47}{space 2} .4066423{col 58}{space 1}    1.31{col 67}{space 3}0.192{col 75}{space 4}-.2661641{col 88}{space 3} 1.327845
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}{hline 29}{c TT}{hline 48}
{col 3}Random-effects parameters{col 30}{c |}{col 34}Estimate{col 45}Std. err.{col 59}[95% conf. interval]
{hline 29}{c +}{hline 48}
{res}BuLaYouth{txt}: Independent{col 30}{c |}
{space 14}var(2.edu3cat) {c |}{res}{col 33} 7.15e-17{col 44} 1.14e-13{col 58}        0{col 70}        .
{txt}{space 14}var(3.edu3cat) {c |}{res}{col 33} 8.34e-18{col 44} 1.58e-14{col 58}        0{col 70}        .
{txt}{space 18}var(_cons) {c |}{res}{col 33} .0001333{col 44} .0002292{col 58} 4.58e-06{col 70}  .003876
{txt}{hline 29}{c +}{hline 48}
{col 16}var(Residual){col 30}{c |}{res}{col 33} .0273313{col 44} .0006976{col 58} .0259977{col 70} .0287334
{txt}{hline 29}{c BT}{hline 48}
LR test vs. linear model:{col 27}chi2({res}3{txt}) = {res}0.59{col 59}{txt}Prob > chi2 ={col 73}{res}0.8983

{txt}{p 0 6 4}Note: {help j_mixedlr##|_new:LR test is conservative} and provided only for reference.{p_end}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,171}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, fixed portion, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2}  .117382{col 38}{space 2} .0381279{col 49}{space 1}    3.08{col 58}{space 3}0.002{col 66}{space 4} .0426527{col 79}{space 3} .1921114
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0302861{col 38}{space 2} .0242523{col 49}{space 1}   -1.25{col 58}{space 3}0.212{col 66}{space 4}-.0778197{col 79}{space 3} .0172475
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0350643{col 38}{space 2} .0321742{col 49}{space 1}   -1.09{col 58}{space 3}0.276{col 66}{space 4}-.0981246{col 79}{space 3}  .027996
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,171
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    540{txt}){col 67}= {res}     48.38
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2302
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2080
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1957
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       541{txt}{col 51}Root MSE{col 67}= {res}    0.1652

{txt}{ralign 99:(Std. err. adjusted for {res:541} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1043242{col 47}{space 2} .0390821{col 58}{space 1}    2.67{col 67}{space 3}0.008{col 75}{space 4} .0275525{col 88}{space 3} .1810959
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0219142{col 47}{space 2} .0107972{col 58}{space 1}    2.03{col 67}{space 3}0.043{col 75}{space 4} .0007046{col 88}{space 3} .0431238
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1368987{col 47}{space 2} .0120123{col 58}{space 1}   11.40{col 67}{space 3}0.000{col 75}{space 4} .1133021{col 88}{space 3} .1604952
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0035883{col 47}{space 2}  .005972{col 58}{space 1}   -0.60{col 67}{space 3}0.548{col 75}{space 4}-.0153194{col 88}{space 3} .0081429
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000114{col 47}{space 2} .0000216{col 58}{space 1}    0.53{col 67}{space 3}0.597{col 75}{space 4} -.000031{col 88}{space 3} .0000539
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0684613{col 47}{space 2} .0062355{col 58}{space 1}  -10.98{col 67}{space 3}0.000{col 75}{space 4}-.0807101{col 88}{space 3}-.0562124
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0727391{col 47}{space 2} .0234161{col 58}{space 1}    3.11{col 67}{space 3}0.002{col 75}{space 4} .0267413{col 88}{space 3} .1187368
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0340291{col 47}{space 2} .0077072{col 58}{space 1}    4.42{col 67}{space 3}0.000{col 75}{space 4} .0188894{col 88}{space 3} .0491687
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0605658{col 47}{space 2} .0123265{col 58}{space 1}    4.91{col 67}{space 3}0.000{col 75}{space 4}  .036352{col 88}{space 3} .0847795
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0505082{col 47}{space 2} .0107901{col 58}{space 1}    4.68{col 67}{space 3}0.000{col 75}{space 4} .0293126{col 88}{space 3} .0717039
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0646866{col 47}{space 2} .0154573{col 58}{space 1}    4.18{col 67}{space 3}0.000{col 75}{space 4} .0343228{col 88}{space 3} .0950504
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2} 4.80e-08{col 47}{space 2} 3.16e-08{col 58}{space 1}    1.52{col 67}{space 3}0.130{col 75}{space 4}-1.41e-08{col 88}{space 3} 1.10e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} 2.66e-06{col 47}{space 2} .0001091{col 58}{space 1}    0.02{col 67}{space 3}0.981{col 75}{space 4}-.0002117{col 88}{space 3}  .000217
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1478564{col 47}{space 2} .0430533{col 58}{space 1}   -3.43{col 67}{space 3}0.001{col 75}{space 4}-.2324289{col 88}{space 3}-.0632839
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1490815{col 47}{space 2} .0473607{col 58}{space 1}   -3.15{col 67}{space 3}0.002{col 75}{space 4}-.2421154{col 88}{space 3}-.0560477
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4785902{col 47}{space 2} .2579343{col 58}{space 1}    1.86{col 67}{space 3}0.064{col 75}{space 4}-.0280873{col 88}{space 3} .9852677
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,171}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1043242{col 38}{space 2} .0390821{col 49}{space 1}    2.67{col 58}{space 3}0.008{col 66}{space 4} .0277246{col 79}{space 3} .1809238
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0435322{col 38}{space 2}  .023243{col 49}{space 1}   -1.87{col 58}{space 3}0.061{col 66}{space 4}-.0890877{col 79}{space 3} .0020233
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0447573{col 38}{space 2} .0323846{col 49}{space 1}   -1.38{col 58}{space 3}0.167{col 66}{space 4}-.1082301{col 79}{space 3} .0187154
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 8 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,171
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    540{txt}){col 67}= {res}     47.72
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2341
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2082
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1956
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       541{txt}{col 51}Root MSE{col 67}= {res}    0.1652

{txt}{ralign 99:(Std. err. adjusted for {res:541} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1099234{col 47}{space 2} .0495909{col 58}{space 1}    2.22{col 67}{space 3}0.027{col 75}{space 4} .0125087{col 88}{space 3} .2073382
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0195663{col 47}{space 2} .0109318{col 58}{space 1}    1.79{col 67}{space 3}0.074{col 75}{space 4}-.0019078{col 88}{space 3} .0410404
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1341268{col 47}{space 2} .0121727{col 58}{space 1}   11.02{col 67}{space 3}0.000{col 75}{space 4} .1102151{col 88}{space 3} .1580385
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0351042{col 47}{space 2} .0076875{col 58}{space 1}    4.57{col 67}{space 3}0.000{col 75}{space 4} .0200031{col 88}{space 3} .0502052
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0594741{col 47}{space 2}  .012324{col 58}{space 1}    4.83{col 67}{space 3}0.000{col 75}{space 4} .0352652{col 88}{space 3} .0836829
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0498373{col 47}{space 2} .0108621{col 58}{space 1}    4.59{col 67}{space 3}0.000{col 75}{space 4} .0285001{col 88}{space 3} .0711745
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0647554{col 47}{space 2} .0154903{col 58}{space 1}    4.18{col 67}{space 3}0.000{col 75}{space 4} .0343267{col 88}{space 3}  .095184
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0031507{col 47}{space 2} .0060104{col 58}{space 1}   -0.52{col 67}{space 3}0.600{col 75}{space 4}-.0149573{col 88}{space 3} .0086559
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} 9.98e-06{col 47}{space 2} .0000217{col 58}{space 1}    0.46{col 67}{space 3}0.646{col 75}{space 4}-.0000327{col 88}{space 3} .0000527
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0687671{col 47}{space 2} .0062375{col 58}{space 1}  -11.02{col 67}{space 3}0.000{col 75}{space 4}-.0810198{col 88}{space 3}-.0565144
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0762436{col 47}{space 2} .0237802{col 58}{space 1}    3.21{col 67}{space 3}0.001{col 75}{space 4} .0295306{col 88}{space 3} .1229566
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.55e-08{col 47}{space 2} 6.03e-08{col 58}{space 1}    0.59{col 67}{space 3}0.556{col 75}{space 4}-8.29e-08{col 88}{space 3} 1.54e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} 3.06e-07{col 47}{space 2} .0001302{col 58}{space 1}    0.00{col 67}{space 3}0.998{col 75}{space 4}-.0002555{col 88}{space 3} .0002561
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1574957{col 47}{space 2} .0440219{col 58}{space 1}   -3.58{col 67}{space 3}0.000{col 75}{space 4}-.2439709{col 88}{space 3}-.0710206
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} -.158036{col 47}{space 2} .0480269{col 58}{space 1}   -3.29{col 67}{space 3}0.001{col 75}{space 4}-.2523784{col 88}{space 3}-.0636937
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}   .46086{col 47}{space 2}  .259959{col 58}{space 1}    1.77{col 67}{space 3}0.077{col 75}{space 4}-.0497949{col 88}{space 3} .9715149
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 28}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}                Absorbed FE{col 29}{c |} Categories{col 42} - Redundant{col 54}  = Num. Coefs{col 69}{c |}
{res}{col 1}{text}{hline 28}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}             year_secschool{col 29}{c |}{space 1}       60{col 42}{space 1}        0{col 54}{result}{space 1}       60{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                       year{col 29}{c |}{space 1}        2{col 42}{space 1}        1{col 54}{result}{space 1}        1{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                  BuLaYouth{col 29}{c |}{space 1}       15{col 42}{space 1}        1{col 54}{result}{space 1}       14{col 68}{text}?{col 69}{c |}
{res}{col 1}{text} BuLaYouth#c.year_secschool{col 29}{c |}{space 1}       15{col 42}{space 1}        0{col 54}{result}{space 1}       15{col 68}{text}?{col 69}{c |}
{res}{col 1}{text}{hline 28}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,171}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1099234{col 38}{space 2} .0495909{col 49}{space 1}    2.22{col 58}{space 3}0.027{col 66}{space 4}  .012727{col 79}{space 3} .2071198
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0475723{col 38}{space 2} .0336554{col 49}{space 1}   -1.41{col 58}{space 3}0.158{col 66}{space 4}-.1135357{col 79}{space 3} .0183911
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0481126{col 38}{space 2} .0411768{col 49}{space 1}   -1.17{col 58}{space 3}0.243{col 66}{space 4}-.1288177{col 79}{space 3} .0325925
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,171
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    540{txt}){col 67}= {res}     36.98
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2260
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2060
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1971
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       541{txt}{col 51}Root MSE{col 67}= {res}    0.1654

{txt}{ralign 99:(Std. err. adjusted for {res:541} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}  .030889{col 47}{space 2} .0566955{col 58}{space 1}    0.54{col 67}{space 3}0.586{col 75}{space 4}-.0804817{col 88}{space 3} .1422597
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1193385{col 47}{space 2} .0386462{col 58}{space 1}    3.09{col 67}{space 3}0.002{col 75}{space 4} .0434232{col 88}{space 3} .1952537
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0162776{col 47}{space 2} .0165656{col 58}{space 1}    0.98{col 67}{space 3}0.326{col 75}{space 4}-.0162633{col 88}{space 3} .0488186
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1360261{col 47}{space 2} .0179973{col 58}{space 1}    7.56{col 67}{space 3}0.000{col 75}{space 4} .1006727{col 88}{space 3} .1713794
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0318982{col 47}{space 2} .0077322{col 58}{space 1}    4.13{col 67}{space 3}0.000{col 75}{space 4} .0167094{col 88}{space 3} .0470871
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0605312{col 47}{space 2} .0122081{col 58}{space 1}    4.96{col 67}{space 3}0.000{col 75}{space 4}   .03655{col 88}{space 3} .0845125
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0512658{col 47}{space 2} .0107163{col 58}{space 1}    4.78{col 67}{space 3}0.000{col 75}{space 4} .0302149{col 88}{space 3} .0723166
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0648032{col 47}{space 2} .0154102{col 58}{space 1}    4.21{col 67}{space 3}0.000{col 75}{space 4}  .034532{col 88}{space 3} .0950744
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0035069{col 47}{space 2}  .005998{col 58}{space 1}   -0.58{col 67}{space 3}0.559{col 75}{space 4}-.0152892{col 88}{space 3} .0082754
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000109{col 47}{space 2} .0000215{col 58}{space 1}    0.51{col 67}{space 3}0.610{col 75}{space 4}-.0000312{col 88}{space 3} .0000531
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0676304{col 47}{space 2} .0062143{col 58}{space 1}  -10.88{col 67}{space 3}0.000{col 75}{space 4}-.0798375{col 88}{space 3}-.0554233
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0705222{col 47}{space 2} .0235456{col 58}{space 1}    3.00{col 67}{space 3}0.003{col 75}{space 4} .0242699{col 88}{space 3} .1167744
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .019832{col 47}{space 2} .0502612{col 58}{space 1}    0.39{col 67}{space 3}0.693{col 75}{space 4}-.0788995{col 88}{space 3} .1185635
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0080808{col 47}{space 2}  .054186{col 58}{space 1}    0.15{col 67}{space 3}0.882{col 75}{space 4}-.0983604{col 88}{space 3} .1145221
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1528038{col 47}{space 2} .0424213{col 58}{space 1}   -3.60{col 67}{space 3}0.000{col 75}{space 4}-.2361348{col 88}{space 3}-.0694728
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1576476{col 47}{space 2}  .046594{col 58}{space 1}   -3.38{col 67}{space 3}0.001{col 75}{space 4}-.2491754{col 88}{space 3}-.0661198
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 3.66e-08{col 47}{space 2} 2.37e-08{col 58}{space 1}    1.55{col 67}{space 3}0.122{col 75}{space 4}-9.87e-09{col 88}{space 3} 8.32e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.10e-08{col 47}{space 2} 3.14e-08{col 58}{space 1}    2.26{col 67}{space 3}0.024{col 75}{space 4} 9.38e-09{col 88}{space 3} 1.33e-07
{txt}{space 23}B_leftvote {c |}{col 35}{res}{space 2} -.001833{col 47}{space 2} .0012081{col 58}{space 1}   -1.52{col 67}{space 3}0.130{col 75}{space 4}-.0042062{col 88}{space 3} .0005402
{txt}{space 23}W_leftvote {c |}{col 35}{res}{space 2} .0000221{col 47}{space 2} .0008373{col 58}{space 1}    0.03{col 67}{space 3}0.979{col 75}{space 4}-.0016226{col 88}{space 3} .0016668
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .5393079{col 47}{space 2}  .262151{col 58}{space 1}    2.06{col 67}{space 3}0.040{col 75}{space 4} .0243472{col 88}{space 3} 1.054269
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,171}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1193385{col 38}{space 2} .0386462{col 49}{space 1}    3.09{col 58}{space 3}0.002{col 66}{space 4} .0435934{col 79}{space 3} .1950835
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0334654{col 38}{space 2} .0235484{col 49}{space 1}   -1.42{col 58}{space 3}0.155{col 66}{space 4}-.0796194{col 79}{space 3} .0126887
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0383092{col 38}{space 2} .0327828{col 49}{space 1}   -1.17{col 58}{space 3}0.243{col 66}{space 4}-.1025623{col 79}{space 3}  .025944
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Performing EM optimization ...
{res}
{txt}Performing gradient-based optimization: 
{res}{txt}Iteration 0:{space 2}Log restricted-likelihood = {res: 193.31503}  
Iteration 1:{space 2}Log restricted-likelihood = {res: 193.68015}  
Iteration 2:{space 2}Log restricted-likelihood = {res: 193.75267}  
Iteration 3:{space 2}Log restricted-likelihood = {res: 193.75503}  
Iteration 4:{space 2}Log restricted-likelihood = {res: 193.75524}  
Iteration 5:{space 2}Log restricted-likelihood = {res: 193.75524}  
{res}
{txt}Computing standard errors ...
{res}
{txt}Mixed-effects REML regression{col 53}Number of obs{col 69} = {res}  3,325
{txt}Group variable: {res}BuLaYouth{col 53}{txt}Number of groups{col 69} = {res}     15
{txt}{col 53}Obs per group:
{col 66}min = {res}     31
{txt}{col 66}avg = {res}  221.7
{txt}{col 66}max = {res}    787
{col 53}{txt}Wald chi2({res}80{txt}){col 69} = {res}1047.92
{txt}Log restricted-likelihood = {res} 193.75524{col 53}{txt}Prob > chi2{col 69} = {res} 0.0000

{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}                          intpeff{col 35}{c |} Coefficient{col 47}  Std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0903073{col 47}{space 2} .0557144{col 58}{space 1}   -1.62{col 67}{space 3}0.105{col 75}{space 4}-.1995054{col 88}{space 3} .0188909
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0231893{col 47}{space 2} .0420865{col 58}{space 1}    0.55{col 67}{space 3}0.582{col 75}{space 4}-.0592986{col 88}{space 3} .1056773
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0727032{col 47}{space 2} .0193578{col 58}{space 1}    3.76{col 67}{space 3}0.000{col 75}{space 4} .0347625{col 88}{space 3} .1106438
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1875238{col 47}{space 2} .0169863{col 58}{space 1}   11.04{col 67}{space 3}0.000{col 75}{space 4} .1542312{col 88}{space 3} .2208163
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0014064{col 47}{space 2} .0078844{col 58}{space 1}   -0.18{col 67}{space 3}0.858{col 75}{space 4}-.0168595{col 88}{space 3} .0140467
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000489{col 47}{space 2} .0000276{col 58}{space 1}   -1.77{col 67}{space 3}0.076{col 75}{space 4}-.0001029{col 88}{space 3} 5.10e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1200024{col 47}{space 2} .0074942{col 58}{space 1}  -16.01{col 67}{space 3}0.000{col 75}{space 4}-.1346907{col 88}{space 3}-.1053141
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0861828{col 47}{space 2} .0263635{col 58}{space 1}    3.27{col 67}{space 3}0.001{col 75}{space 4} .0345113{col 88}{space 3} .1378544
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0209204{col 47}{space 2} .0103909{col 58}{space 1}    2.01{col 67}{space 3}0.044{col 75}{space 4} .0005546{col 88}{space 3} .0412863
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0347295{col 47}{space 2} .0159778{col 58}{space 1}    2.17{col 67}{space 3}0.030{col 75}{space 4} .0034136{col 88}{space 3} .0660454
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .060136{col 47}{space 2} .0127599{col 58}{space 1}    4.71{col 67}{space 3}0.000{col 75}{space 4}  .035127{col 88}{space 3}  .085145
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0809119{col 47}{space 2} .0190347{col 58}{space 1}    4.25{col 67}{space 3}0.000{col 75}{space 4} .0436045{col 88}{space 3} .1182193
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 1.31e-08{col 47}{space 2} 3.86e-08{col 58}{space 1}    0.34{col 67}{space 3}0.735{col 75}{space 4}-6.26e-08{col 88}{space 3} 8.88e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.62e-08{col 47}{space 2} 3.97e-08{col 58}{space 1}    1.67{col 67}{space 3}0.095{col 75}{space 4}-1.16e-08{col 88}{space 3} 1.44e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0000448{col 47}{space 2} .0003209{col 58}{space 1}    0.14{col 67}{space 3}0.889{col 75}{space 4}-.0005843{col 88}{space 3} .0006738
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001693{col 47}{space 2}  .000143{col 58}{space 1}   -1.18{col 67}{space 3}0.236{col 75}{space 4}-.0004496{col 88}{space 3} .0001109
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .1007533{col 47}{space 2} .0587664{col 58}{space 1}    1.71{col 67}{space 3}0.086{col 75}{space 4}-.0144267{col 88}{space 3} .2159333
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0558839{col 47}{space 2} .0533276{col 58}{space 1}    1.05{col 67}{space 3}0.295{col 75}{space 4}-.0486362{col 88}{space 3} .1604041
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.1002439{col 47}{space 2}  .045077{col 58}{space 1}   -2.22{col 67}{space 3}0.026{col 75}{space 4}-.1885933{col 88}{space 3}-.0118945
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0258574{col 47}{space 2} .0476146{col 58}{space 1}   -0.54{col 67}{space 3}0.587{col 75}{space 4}-.1191803{col 88}{space 3} .0674655
{txt}{space 33} {c |}
{space 19}year_secschool {c |}
{space 28}1951  {c |}{col 35}{res}{space 2}  .054476{col 47}{space 2} .0483587{col 58}{space 1}    1.13{col 67}{space 3}0.260{col 75}{space 4}-.0403053{col 88}{space 3} .1492573
{txt}{space 28}1952  {c |}{col 35}{res}{space 2} .0408411{col 47}{space 2} .0511177{col 58}{space 1}    0.80{col 67}{space 3}0.424{col 75}{space 4}-.0593479{col 88}{space 3}   .14103
{txt}{space 28}1953  {c |}{col 35}{res}{space 2} .0788969{col 47}{space 2} .0507524{col 58}{space 1}    1.55{col 67}{space 3}0.120{col 75}{space 4}-.0205759{col 88}{space 3} .1783698
{txt}{space 28}1954  {c |}{col 35}{res}{space 2} .0100774{col 47}{space 2} .0554286{col 58}{space 1}    0.18{col 67}{space 3}0.856{col 75}{space 4}-.0985607{col 88}{space 3} .1187154
{txt}{space 28}1955  {c |}{col 35}{res}{space 2}-.0085525{col 47}{space 2} .0620183{col 58}{space 1}   -0.14{col 67}{space 3}0.890{col 75}{space 4}-.1301061{col 88}{space 3} .1130011
{txt}{space 28}1956  {c |}{col 35}{res}{space 2} .0663706{col 47}{space 2} .0703304{col 58}{space 1}    0.94{col 67}{space 3}0.345{col 75}{space 4}-.0714744{col 88}{space 3} .2042157
{txt}{space 28}1957  {c |}{col 35}{res}{space 2} .0295165{col 47}{space 2} .0705414{col 58}{space 1}    0.42{col 67}{space 3}0.676{col 75}{space 4}-.1087422{col 88}{space 3} .1677751
{txt}{space 28}1958  {c |}{col 35}{res}{space 2} .0160595{col 47}{space 2} .0765733{col 58}{space 1}    0.21{col 67}{space 3}0.834{col 75}{space 4}-.1340215{col 88}{space 3} .1661404
{txt}{space 28}1959  {c |}{col 35}{res}{space 2} .0102609{col 47}{space 2} .0815408{col 58}{space 1}    0.13{col 67}{space 3}0.900{col 75}{space 4}-.1495561{col 88}{space 3} .1700778
{txt}{space 28}1960  {c |}{col 35}{res}{space 2} .0149907{col 47}{space 2} .0878737{col 58}{space 1}    0.17{col 67}{space 3}0.865{col 75}{space 4}-.1572386{col 88}{space 3} .1872201
{txt}{space 28}1961  {c |}{col 35}{res}{space 2}-.0214434{col 47}{space 2} .0945852{col 58}{space 1}   -0.23{col 67}{space 3}0.821{col 75}{space 4} -.206827{col 88}{space 3} .1639403
{txt}{space 28}1962  {c |}{col 35}{res}{space 2}-.0548156{col 47}{space 2} .1023112{col 58}{space 1}   -0.54{col 67}{space 3}0.592{col 75}{space 4}-.2553419{col 88}{space 3} .1457107
{txt}{space 28}1963  {c |}{col 35}{res}{space 2}-.0571028{col 47}{space 2} .1086389{col 58}{space 1}   -0.53{col 67}{space 3}0.599{col 75}{space 4} -.270031{col 88}{space 3} .1558255
{txt}{space 28}1964  {c |}{col 35}{res}{space 2}-.0736922{col 47}{space 2} .1165576{col 58}{space 1}   -0.63{col 67}{space 3}0.527{col 75}{space 4}-.3021408{col 88}{space 3} .1547565
{txt}{space 28}1965  {c |}{col 35}{res}{space 2}-.0707881{col 47}{space 2} .1238061{col 58}{space 1}   -0.57{col 67}{space 3}0.567{col 75}{space 4}-.3134436{col 88}{space 3} .1718675
{txt}{space 28}1966  {c |}{col 35}{res}{space 2}-.0452668{col 47}{space 2} .1300745{col 58}{space 1}   -0.35{col 67}{space 3}0.728{col 75}{space 4}-.3002082{col 88}{space 3} .2096745
{txt}{space 28}1967  {c |}{col 35}{res}{space 2}-.0850807{col 47}{space 2} .1357069{col 58}{space 1}   -0.63{col 67}{space 3}0.531{col 75}{space 4}-.3510613{col 88}{space 3} .1808998
{txt}{space 28}1968  {c |}{col 35}{res}{space 2}-.0318954{col 47}{space 2} .1430566{col 58}{space 1}   -0.22{col 67}{space 3}0.824{col 75}{space 4}-.3122811{col 88}{space 3} .2484904
{txt}{space 28}1969  {c |}{col 35}{res}{space 2}-.1307357{col 47}{space 2} .1509723{col 58}{space 1}   -0.87{col 67}{space 3}0.387{col 75}{space 4} -.426636{col 88}{space 3} .1651645
{txt}{space 28}1970  {c |}{col 35}{res}{space 2}-.1135159{col 47}{space 2} .1586941{col 58}{space 1}   -0.72{col 67}{space 3}0.474{col 75}{space 4}-.4245505{col 88}{space 3} .1975187
{txt}{space 28}1971  {c |}{col 35}{res}{space 2}-.1029141{col 47}{space 2} .1647971{col 58}{space 1}   -0.62{col 67}{space 3}0.532{col 75}{space 4}-.4259105{col 88}{space 3} .2200822
{txt}{space 28}1972  {c |}{col 35}{res}{space 2}-.1447208{col 47}{space 2} .1722968{col 58}{space 1}   -0.84{col 67}{space 3}0.401{col 75}{space 4}-.4824163{col 88}{space 3} .1929747
{txt}{space 28}1973  {c |}{col 35}{res}{space 2}-.0938301{col 47}{space 2}  .179602{col 58}{space 1}   -0.52{col 67}{space 3}0.601{col 75}{space 4}-.4458436{col 88}{space 3} .2581834
{txt}{space 28}1974  {c |}{col 35}{res}{space 2}-.1204233{col 47}{space 2} .1863634{col 58}{space 1}   -0.65{col 67}{space 3}0.518{col 75}{space 4}-.4856888{col 88}{space 3} .2448422
{txt}{space 28}1975  {c |}{col 35}{res}{space 2} -.070573{col 47}{space 2} .1949569{col 58}{space 1}   -0.36{col 67}{space 3}0.717{col 75}{space 4}-.4526815{col 88}{space 3} .3115355
{txt}{space 28}1976  {c |}{col 35}{res}{space 2}-.1298833{col 47}{space 2} .2018681{col 58}{space 1}   -0.64{col 67}{space 3}0.520{col 75}{space 4}-.5255376{col 88}{space 3}  .265771
{txt}{space 28}1977  {c |}{col 35}{res}{space 2}-.1929007{col 47}{space 2} .2084551{col 58}{space 1}   -0.93{col 67}{space 3}0.355{col 75}{space 4}-.6014651{col 88}{space 3} .2156637
{txt}{space 28}1978  {c |}{col 35}{res}{space 2}-.1355454{col 47}{space 2}  .216612{col 58}{space 1}   -0.63{col 67}{space 3}0.531{col 75}{space 4}-.5600971{col 88}{space 3} .2890063
{txt}{space 28}1979  {c |}{col 35}{res}{space 2}-.1608202{col 47}{space 2}  .223318{col 58}{space 1}   -0.72{col 67}{space 3}0.471{col 75}{space 4}-.5985155{col 88}{space 3} .2768751
{txt}{space 28}1980  {c |}{col 35}{res}{space 2}-.1695262{col 47}{space 2} .2310562{col 58}{space 1}   -0.73{col 67}{space 3}0.463{col 75}{space 4}-.6223881{col 88}{space 3} .2833356
{txt}{space 28}1981  {c |}{col 35}{res}{space 2}-.2251277{col 47}{space 2} .2382632{col 58}{space 1}   -0.94{col 67}{space 3}0.345{col 75}{space 4} -.692115{col 88}{space 3} .2418597
{txt}{space 28}1982  {c |}{col 35}{res}{space 2}-.2388386{col 47}{space 2} .2458461{col 58}{space 1}   -0.97{col 67}{space 3}0.331{col 75}{space 4} -.720688{col 88}{space 3} .2430108
{txt}{space 28}1983  {c |}{col 35}{res}{space 2}-.2272495{col 47}{space 2} .2535027{col 58}{space 1}   -0.90{col 67}{space 3}0.370{col 75}{space 4}-.7241057{col 88}{space 3} .2696066
{txt}{space 28}1984  {c |}{col 35}{res}{space 2}-.2434942{col 47}{space 2} .2612698{col 58}{space 1}   -0.93{col 67}{space 3}0.351{col 75}{space 4}-.7555736{col 88}{space 3} .2685852
{txt}{space 28}1985  {c |}{col 35}{res}{space 2}-.2196737{col 47}{space 2} .2681286{col 58}{space 1}   -0.82{col 67}{space 3}0.413{col 75}{space 4}-.7451961{col 88}{space 3} .3058488
{txt}{space 28}1986  {c |}{col 35}{res}{space 2}-.1933283{col 47}{space 2} .2758437{col 58}{space 1}   -0.70{col 67}{space 3}0.483{col 75}{space 4} -.733972{col 88}{space 3} .3473154
{txt}{space 28}1987  {c |}{col 35}{res}{space 2}-.3029584{col 47}{space 2} .2830387{col 58}{space 1}   -1.07{col 67}{space 3}0.284{col 75}{space 4}-.8577041{col 88}{space 3} .2517872
{txt}{space 28}1988  {c |}{col 35}{res}{space 2}-.2315767{col 47}{space 2} .2901715{col 58}{space 1}   -0.80{col 67}{space 3}0.425{col 75}{space 4}-.8003025{col 88}{space 3} .3371491
{txt}{space 28}1989  {c |}{col 35}{res}{space 2}-.2041641{col 47}{space 2} .2991527{col 58}{space 1}   -0.68{col 67}{space 3}0.495{col 75}{space 4}-.7904927{col 88}{space 3} .3821645
{txt}{space 28}1990  {c |}{col 35}{res}{space 2}-.2920603{col 47}{space 2} .3069988{col 58}{space 1}   -0.95{col 67}{space 3}0.341{col 75}{space 4}-.8937669{col 88}{space 3} .3096464
{txt}{space 28}1991  {c |}{col 35}{res}{space 2} -.313046{col 47}{space 2} .3121086{col 58}{space 1}   -1.00{col 67}{space 3}0.316{col 75}{space 4}-.9247677{col 88}{space 3} .2986757
{txt}{space 28}1992  {c |}{col 35}{res}{space 2}-.3342849{col 47}{space 2} .3193673{col 58}{space 1}   -1.05{col 67}{space 3}0.295{col 75}{space 4}-.9602333{col 88}{space 3} .2916634
{txt}{space 28}1993  {c |}{col 35}{res}{space 2}-.3280184{col 47}{space 2} .3273119{col 58}{space 1}   -1.00{col 67}{space 3}0.316{col 75}{space 4}-.9695378{col 88}{space 3} .3135011
{txt}{space 28}1994  {c |}{col 35}{res}{space 2}-.3099322{col 47}{space 2} .3344675{col 58}{space 1}   -0.93{col 67}{space 3}0.354{col 75}{space 4}-.9654764{col 88}{space 3} .3456121
{txt}{space 28}1995  {c |}{col 35}{res}{space 2}-.3083616{col 47}{space 2} .3420199{col 58}{space 1}   -0.90{col 67}{space 3}0.367{col 75}{space 4}-.9787082{col 88}{space 3}  .361985
{txt}{space 28}1996  {c |}{col 35}{res}{space 2}-.3067825{col 47}{space 2}  .350318{col 58}{space 1}   -0.88{col 67}{space 3}0.381{col 75}{space 4}-.9933932{col 88}{space 3} .3798281
{txt}{space 28}1997  {c |}{col 35}{res}{space 2}-.3661015{col 47}{space 2} .3565503{col 58}{space 1}   -1.03{col 67}{space 3}0.305{col 75}{space 4}-1.064927{col 88}{space 3} .3327242
{txt}{space 28}1998  {c |}{col 35}{res}{space 2}-.3246316{col 47}{space 2} .3645782{col 58}{space 1}   -0.89{col 67}{space 3}0.373{col 75}{space 4}-1.039192{col 88}{space 3} .3899286
{txt}{space 28}1999  {c |}{col 35}{res}{space 2}-.4133583{col 47}{space 2} .3718525{col 58}{space 1}   -1.11{col 67}{space 3}0.266{col 75}{space 4}-1.142176{col 88}{space 3} .3154591
{txt}{space 28}2000  {c |}{col 35}{res}{space 2}-.3242047{col 47}{space 2} .3803063{col 58}{space 1}   -0.85{col 67}{space 3}0.394{col 75}{space 4}-1.069591{col 88}{space 3}  .421182
{txt}{space 28}2001  {c |}{col 35}{res}{space 2}-.3923085{col 47}{space 2} .3883606{col 58}{space 1}   -1.01{col 67}{space 3}0.312{col 75}{space 4}-1.153481{col 88}{space 3} .3688642
{txt}{space 28}2002  {c |}{col 35}{res}{space 2}-.3645158{col 47}{space 2} .3954249{col 58}{space 1}   -0.92{col 67}{space 3}0.357{col 75}{space 4}-1.139534{col 88}{space 3} .4105027
{txt}{space 28}2003  {c |}{col 35}{res}{space 2}-.4056719{col 47}{space 2} .4017899{col 58}{space 1}   -1.01{col 67}{space 3}0.313{col 75}{space 4}-1.193166{col 88}{space 3}  .381822
{txt}{space 28}2004  {c |}{col 35}{res}{space 2}-.3732059{col 47}{space 2} .4103713{col 58}{space 1}   -0.91{col 67}{space 3}0.363{col 75}{space 4}-1.177519{col 88}{space 3}  .431107
{txt}{space 28}2005  {c |}{col 35}{res}{space 2}-.4236188{col 47}{space 2} .4177821{col 58}{space 1}   -1.01{col 67}{space 3}0.311{col 75}{space 4}-1.242457{col 88}{space 3}  .395219
{txt}{space 28}2006  {c |}{col 35}{res}{space 2} -.453195{col 47}{space 2} .4257452{col 58}{space 1}   -1.06{col 67}{space 3}0.287{col 75}{space 4} -1.28764{col 88}{space 3} .3812504
{txt}{space 28}2007  {c |}{col 35}{res}{space 2}-.4829136{col 47}{space 2} .4325437{col 58}{space 1}   -1.12{col 67}{space 3}0.264{col 75}{space 4}-1.330684{col 88}{space 3} .3648565
{txt}{space 28}2008  {c |}{col 35}{res}{space 2}-.4201108{col 47}{space 2} .4400784{col 58}{space 1}   -0.95{col 67}{space 3}0.340{col 75}{space 4}-1.282649{col 88}{space 3}  .442427
{txt}{space 28}2009  {c |}{col 35}{res}{space 2}-.5274954{col 47}{space 2} .4477388{col 58}{space 1}   -1.18{col 67}{space 3}0.239{col 75}{space 4}-1.405047{col 88}{space 3} .3500565
{txt}{space 33} {c |}
{space 29}year {c |}
{space 28}2018  {c |}{col 35}{res}{space 2}  .085777{col 47}{space 2} .0768249{col 58}{space 1}    1.12{col 67}{space 3}0.264{col 75}{space 4}-.0647971{col 88}{space 3} .2363511
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .6832295{col 47}{space 2} .5119066{col 58}{space 1}    1.33{col 67}{space 3}0.182{col 75}{space 4}-.3200889{col 88}{space 3} 1.686548
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}{hline 29}{c TT}{hline 48}
{col 3}Random-effects parameters{col 30}{c |}{col 34}Estimate{col 45}Std. err.{col 59}[95% conf. interval]
{hline 29}{c +}{hline 48}
{res}BuLaYouth{txt}: Independent{col 30}{c |}
{space 17}var(2.IEdu) {c |}{res}{col 33} .0004712{col 44} .0007082{col 58} .0000248{col 70} .0089639
{txt}{space 17}var(3.IEdu) {c |}{res}{col 33} 1.01e-09{col 44}        .{col 58}        .{col 70}        .
{txt}{space 18}var(_cons) {c |}{res}{col 33} 6.02e-12{col 44} 1.29e-08{col 58}        0{col 70}        .
{txt}{hline 29}{c +}{hline 48}
{col 16}var(Residual){col 30}{c |}{res}{col 33} .0454625{col 44} .0011326{col 58} .0432959{col 70} .0477374
{txt}{hline 29}{c BT}{hline 48}
LR test vs. linear model:{col 27}chi2({res}3{txt}) = {res}0.80{col 59}{txt}Prob > chi2 ={col 73}{res}0.8504

{txt}{p 0 6 4}Note: {help j_mixedlr##|_new:LR test is conservative} and provided only for reference.{p_end}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,325}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, fixed portion, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0231893{col 38}{space 2} .0420865{col 49}{space 1}    0.55{col 58}{space 3}0.582{col 66}{space 4}-.0592986{col 79}{space 3} .1056773
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0770545{col 38}{space 2} .0333609{col 49}{space 1}   -2.31{col 58}{space 3}0.021{col 66}{space 4}-.1424407{col 79}{space 3}-.0116684
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0026681{col 38}{space 2} .0367985{col 49}{space 1}   -0.07{col 58}{space 3}0.942{col 66}{space 4}-.0747918{col 79}{space 3} .0694556
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,325
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    542{txt}){col 67}= {res}     63.16
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2481
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2274
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2167
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       543{txt}{col 51}Root MSE{col 67}= {res}    0.2133

{txt}{ralign 99:(Std. err. adjusted for {res:543} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          intpeff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0311962{col 47}{space 2} .0427099{col 58}{space 1}    0.73{col 67}{space 3}0.465{col 75}{space 4}-.0527009{col 88}{space 3} .1150934
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .097761{col 47}{space 2} .0104534{col 58}{space 1}    9.35{col 67}{space 3}0.000{col 75}{space 4} .0772268{col 88}{space 3} .1182951
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}  .197296{col 47}{space 2} .0119318{col 58}{space 1}   16.54{col 67}{space 3}0.000{col 75}{space 4} .1738578{col 88}{space 3} .2207342
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0010497{col 47}{space 2} .0077329{col 58}{space 1}   -0.14{col 67}{space 3}0.892{col 75}{space 4}-.0162399{col 88}{space 3} .0141405
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000502{col 47}{space 2} .0000278{col 58}{space 1}   -1.81{col 67}{space 3}0.072{col 75}{space 4}-.0001049{col 88}{space 3} 4.42e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1207589{col 47}{space 2} .0076983{col 58}{space 1}  -15.69{col 67}{space 3}0.000{col 75}{space 4} -.135881{col 88}{space 3}-.1056368
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0852068{col 47}{space 2} .0285779{col 58}{space 1}    2.98{col 67}{space 3}0.003{col 75}{space 4} .0290697{col 88}{space 3} .1413438
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0246263{col 47}{space 2} .0104274{col 58}{space 1}    2.36{col 67}{space 3}0.019{col 75}{space 4} .0041432{col 88}{space 3} .0451094
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0361007{col 47}{space 2} .0160948{col 58}{space 1}    2.24{col 67}{space 3}0.025{col 75}{space 4} .0044848{col 88}{space 3} .0677166
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0604423{col 47}{space 2}  .012598{col 58}{space 1}    4.80{col 67}{space 3}0.000{col 75}{space 4} .0356954{col 88}{space 3} .0851892
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0804716{col 47}{space 2} .0189214{col 58}{space 1}    4.25{col 67}{space 3}0.000{col 75}{space 4} .0433034{col 88}{space 3} .1176399
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2} 2.95e-08{col 47}{space 2} 3.81e-08{col 58}{space 1}    0.78{col 67}{space 3}0.438{col 75}{space 4}-4.53e-08{col 88}{space 3} 1.04e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001007{col 47}{space 2} .0001478{col 58}{space 1}   -0.68{col 67}{space 3}0.496{col 75}{space 4}-.0003909{col 88}{space 3} .0001896
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.1217397{col 47}{space 2} .0476488{col 58}{space 1}   -2.55{col 67}{space 3}0.011{col 75}{space 4}-.2153387{col 88}{space 3}-.0281408
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0469017{col 47}{space 2} .0505661{col 58}{space 1}   -0.93{col 67}{space 3}0.354{col 75}{space 4}-.1462313{col 88}{space 3} .0524279
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5246666{col 47}{space 2} .3392224{col 58}{space 1}    1.55{col 67}{space 3}0.123{col 75}{space 4}-.1416852{col 88}{space 3} 1.191018
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,325}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0311962{col 38}{space 2} .0427099{col 49}{space 1}    0.73{col 58}{space 3}0.465{col 66}{space 4}-.0525136{col 79}{space 3} .1149061
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0905435{col 38}{space 2} .0325453{col 49}{space 1}   -2.78{col 58}{space 3}0.005{col 66}{space 4}-.1543311{col 79}{space 3}-.0267559
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0157054{col 38}{space 2} .0364278{col 49}{space 1}   -0.43{col 58}{space 3}0.666{col 66}{space 4}-.0871027{col 79}{space 3} .0556918
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 8 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,325
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    542{txt}){col 67}= {res}     63.02
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2530
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2288
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2167
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       543{txt}{col 51}Root MSE{col 67}= {res}    0.2131

{txt}{ralign 99:(Std. err. adjusted for {res:543} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          intpeff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0520354{col 47}{space 2} .0550246{col 58}{space 1}    0.95{col 67}{space 3}0.345{col 75}{space 4}-.0560523{col 88}{space 3} .1601231
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0972114{col 47}{space 2} .0104737{col 58}{space 1}    9.28{col 67}{space 3}0.000{col 75}{space 4} .0766374{col 88}{space 3} .1177855
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1975427{col 47}{space 2} .0119299{col 58}{space 1}   16.56{col 67}{space 3}0.000{col 75}{space 4} .1741081{col 88}{space 3} .2209772
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0263476{col 47}{space 2} .0104172{col 58}{space 1}    2.53{col 67}{space 3}0.012{col 75}{space 4} .0058845{col 88}{space 3} .0468107
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .035042{col 47}{space 2} .0161585{col 58}{space 1}    2.17{col 67}{space 3}0.031{col 75}{space 4}  .003301{col 88}{space 3} .0667829
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .058607{col 47}{space 2} .0126262{col 58}{space 1}    4.64{col 67}{space 3}0.000{col 75}{space 4} .0338048{col 88}{space 3} .0834092
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0787847{col 47}{space 2} .0189974{col 58}{space 1}    4.15{col 67}{space 3}0.000{col 75}{space 4} .0414673{col 88}{space 3} .1161022
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0011953{col 47}{space 2} .0077618{col 58}{space 1}   -0.15{col 67}{space 3}0.878{col 75}{space 4}-.0164423{col 88}{space 3} .0140516
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000489{col 47}{space 2} .0000279{col 58}{space 1}   -1.75{col 67}{space 3}0.080{col 75}{space 4}-.0001036{col 88}{space 3} 5.86e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1211258{col 47}{space 2} .0076939{col 58}{space 1}  -15.74{col 67}{space 3}0.000{col 75}{space 4}-.1362392{col 88}{space 3}-.1060123
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0891014{col 47}{space 2} .0286867{col 58}{space 1}    3.11{col 67}{space 3}0.002{col 75}{space 4} .0327507{col 88}{space 3} .1454521
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 9.97e-08{col 47}{space 2} 6.78e-08{col 58}{space 1}    1.47{col 67}{space 3}0.142{col 75}{space 4}-3.35e-08{col 88}{space 3} 2.33e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000751{col 47}{space 2} .0001689{col 58}{space 1}   -0.44{col 67}{space 3}0.657{col 75}{space 4}-.0004068{col 88}{space 3} .0002566
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.1185943{col 47}{space 2} .0481209{col 58}{space 1}   -2.46{col 67}{space 3}0.014{col 75}{space 4}-.2131206{col 88}{space 3} -.024068
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0427475{col 47}{space 2} .0510781{col 58}{space 1}   -0.84{col 67}{space 3}0.403{col 75}{space 4}-.1430829{col 88}{space 3} .0575878
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5291431{col 47}{space 2} .3412631{col 58}{space 1}    1.55{col 67}{space 3}0.122{col 75}{space 4}-.1412173{col 88}{space 3} 1.199504
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 28}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}                Absorbed FE{col 29}{c |} Categories{col 42} - Redundant{col 54}  = Num. Coefs{col 69}{c |}
{res}{col 1}{text}{hline 28}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}             year_secschool{col 29}{c |}{space 1}       60{col 42}{space 1}        0{col 54}{result}{space 1}       60{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                       year{col 29}{c |}{space 1}        2{col 42}{space 1}        1{col 54}{result}{space 1}        1{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                  BuLaYouth{col 29}{c |}{space 1}       15{col 42}{space 1}        1{col 54}{result}{space 1}       14{col 68}{text}?{col 69}{c |}
{res}{col 1}{text} BuLaYouth#c.year_secschool{col 29}{c |}{space 1}       15{col 42}{space 1}        0{col 54}{result}{space 1}       15{col 68}{text}?{col 69}{c |}
{res}{col 1}{text}{hline 28}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,325}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0520354{col 38}{space 2} .0550246{col 49}{space 1}    0.95{col 58}{space 3}0.344{col 66}{space 4} -.055811{col 79}{space 3} .1598817
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0665589{col 38}{space 2} .0466249{col 49}{space 1}   -1.43{col 58}{space 3}0.153{col 66}{space 4} -.157942{col 79}{space 3} .0248241
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0092878{col 38}{space 2} .0484375{col 49}{space 1}    0.19{col 58}{space 3}0.848{col 66}{space 4}-.0856479{col 79}{space 3} .1042236
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,325
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    542{txt}){col 67}= {res}     48.79
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2461
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2275
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2183
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       543{txt}{col 51}Root MSE{col 67}= {res}    0.2133

{txt}{ralign 99:(Std. err. adjusted for {res:543} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          intpeff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0175234{col 47}{space 2} .0646443{col 58}{space 1}    0.27{col 67}{space 3}0.786{col 75}{space 4}-.1094606{col 88}{space 3} .1445074
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0252055{col 47}{space 2} .0436256{col 58}{space 1}    0.58{col 67}{space 3}0.564{col 75}{space 4}-.0604905{col 88}{space 3} .1109015
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0785198{col 47}{space 2} .0155154{col 58}{space 1}    5.06{col 67}{space 3}0.000{col 75}{space 4}  .048042{col 88}{space 3} .1089976
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1907579{col 47}{space 2}  .016892{col 58}{space 1}   11.29{col 67}{space 3}0.000{col 75}{space 4} .1575761{col 88}{space 3} .2239398
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0198349{col 47}{space 2} .0104172{col 58}{space 1}    1.90{col 67}{space 3}0.057{col 75}{space 4}-.0006282{col 88}{space 3}  .040298
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .034745{col 47}{space 2} .0159765{col 58}{space 1}    2.17{col 67}{space 3}0.030{col 75}{space 4} .0033616{col 88}{space 3} .0661284
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0611783{col 47}{space 2} .0125574{col 58}{space 1}    4.87{col 67}{space 3}0.000{col 75}{space 4} .0365111{col 88}{space 3} .0858455
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}    .0811{col 47}{space 2} .0189774{col 58}{space 1}    4.27{col 67}{space 3}0.000{col 75}{space 4} .0438218{col 88}{space 3} .1183782
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0012748{col 47}{space 2} .0077619{col 58}{space 1}   -0.16{col 67}{space 3}0.870{col 75}{space 4}-.0165219{col 88}{space 3} .0139723
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000485{col 47}{space 2}  .000028{col 58}{space 1}   -1.73{col 67}{space 3}0.084{col 75}{space 4}-.0001035{col 88}{space 3} 6.53e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1196201{col 47}{space 2} .0076696{col 58}{space 1}  -15.60{col 67}{space 3}0.000{col 75}{space 4}-.1346858{col 88}{space 3}-.1045544
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0820287{col 47}{space 2} .0281549{col 58}{space 1}    2.91{col 67}{space 3}0.004{col 75}{space 4} .0267226{col 88}{space 3} .1373348
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .093728{col 47}{space 2} .0550938{col 58}{space 1}    1.70{col 67}{space 3}0.089{col 75}{space 4}-.0144954{col 88}{space 3} .2019515
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0536452{col 47}{space 2} .0558756{col 58}{space 1}    0.96{col 67}{space 3}0.337{col 75}{space 4} -.056114{col 88}{space 3} .1634044
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0972976{col 47}{space 2} .0479305{col 58}{space 1}   -2.03{col 67}{space 3}0.043{col 75}{space 4}-.1914499{col 88}{space 3}-.0031452
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0251834{col 47}{space 2} .0509535{col 58}{space 1}   -0.49{col 67}{space 3}0.621{col 75}{space 4}-.1252739{col 88}{space 3} .0749072
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 2.28e-08{col 47}{space 2} 2.91e-08{col 58}{space 1}    0.78{col 67}{space 3}0.434{col 75}{space 4}-3.43e-08{col 88}{space 3} 7.98e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.85e-08{col 47}{space 2} 3.67e-08{col 58}{space 1}    1.87{col 67}{space 3}0.062{col 75}{space 4}-3.52e-09{col 88}{space 3} 1.40e-07
{txt}{space 23}B_leftvote {c |}{col 35}{res}{space 2}-.0031236{col 47}{space 2} .0015084{col 58}{space 1}   -2.07{col 67}{space 3}0.039{col 75}{space 4}-.0060867{col 88}{space 3}-.0001606
{txt}{space 23}W_leftvote {c |}{col 35}{res}{space 2} -.001598{col 47}{space 2} .0011372{col 58}{space 1}   -1.41{col 67}{space 3}0.161{col 75}{space 4}-.0038319{col 88}{space 3} .0006359
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .6519373{col 47}{space 2} .3426959{col 58}{space 1}    1.90{col 67}{space 3}0.058{col 75}{space 4}-.0212376{col 88}{space 3} 1.325112
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,325}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0252055{col 38}{space 2} .0436256{col 49}{space 1}    0.58{col 58}{space 3}0.563{col 66}{space 4}-.0602991{col 79}{space 3} .1107101
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0720921{col 38}{space 2} .0332386{col 49}{space 1}   -2.17{col 58}{space 3}0.030{col 66}{space 4}-.1372385{col 79}{space 3}-.0069456
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0000221{col 38}{space 2} .0364793{col 49}{space 1}    0.00{col 58}{space 3}1.000{col 66}{space 4} -.071476{col 79}{space 3} .0715202
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Performing EM optimization ...
{res}
{txt}Performing gradient-based optimization: 
{res}{txt}Iteration 0:{space 2}Log restricted-likelihood = {res: 121.77226}  
Iteration 1:{space 2}Log restricted-likelihood = {res: 122.28258}  
Iteration 2:{space 2}Log restricted-likelihood = {res: 122.29265}  
Iteration 3:{space 2}Log restricted-likelihood = {res: 122.29338}  
Iteration 4:{space 2}Log restricted-likelihood = {res: 122.29339}  
{res}
{txt}Computing standard errors ...
{res}
{txt}Mixed-effects REML regression{col 54}Number of obs{col 70} = {res} 3,217
{txt}Group variable: {res}BuLaYouth{col 54}{txt}Number of groups{col 70} = {res}    15
{txt}{col 54}Obs per group:
{col 67}min = {res}    31
{txt}{col 67}avg = {res} 214.5
{txt}{col 67}max = {res}   756
{col 54}{txt}Wald chi2({res}80{txt}){col 70} = {res}779.71
{txt}Log restricted-likelihood = {res} 122.29339{col 54}{txt}Prob > chi2{col 70} = {res}0.0000

{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}                          intpeff{col 35}{c |} Coefficient{col 47}  Std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0356284{col 47}{space 2} .0520581{col 58}{space 1}   -0.68{col 67}{space 3}0.494{col 75}{space 4}-.1376604{col 88}{space 3} .0664036
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1946632{col 47}{space 2} .0492059{col 58}{space 1}    3.96{col 67}{space 3}0.000{col 75}{space 4} .0982214{col 88}{space 3} .2911049
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0245478{col 47}{space 2} .0182671{col 58}{space 1}    1.34{col 67}{space 3}0.179{col 75}{space 4}-.0112551{col 88}{space 3} .0603506
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}   .14202{col 47}{space 2} .0231976{col 58}{space 1}    6.12{col 67}{space 3}0.000{col 75}{space 4} .0965536{col 88}{space 3} .1874864
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} -.004411{col 47}{space 2} .0081877{col 58}{space 1}   -0.54{col 67}{space 3}0.590{col 75}{space 4}-.0204587{col 88}{space 3} .0116367
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000118{col 47}{space 2} .0000294{col 58}{space 1}   -0.40{col 67}{space 3}0.689{col 75}{space 4}-.0000694{col 88}{space 3} .0000459
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1093199{col 47}{space 2} .0078134{col 58}{space 1}  -13.99{col 67}{space 3}0.000{col 75}{space 4}-.1246339{col 88}{space 3}-.0940059
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0981795{col 47}{space 2} .0270745{col 58}{space 1}    3.63{col 67}{space 3}0.000{col 75}{space 4} .0451145{col 88}{space 3} .1512445
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0406346{col 47}{space 2} .0105484{col 58}{space 1}    3.85{col 67}{space 3}0.000{col 75}{space 4} .0199601{col 88}{space 3} .0613092
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0678969{col 47}{space 2} .0162264{col 58}{space 1}    4.18{col 67}{space 3}0.000{col 75}{space 4} .0360937{col 88}{space 3} .0997001
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0707449{col 47}{space 2} .0132683{col 58}{space 1}    5.33{col 67}{space 3}0.000{col 75}{space 4} .0447395{col 88}{space 3} .0967504
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0973766{col 47}{space 2} .0196458{col 58}{space 1}    4.96{col 67}{space 3}0.000{col 75}{space 4} .0588716{col 88}{space 3} .1358816
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-3.25e-08{col 47}{space 2} 3.80e-08{col 58}{space 1}   -0.86{col 67}{space 3}0.392{col 75}{space 4}-1.07e-07{col 88}{space 3} 4.19e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.76e-08{col 47}{space 2} 4.11e-08{col 58}{space 1}    1.89{col 67}{space 3}0.059{col 75}{space 4}-2.96e-09{col 88}{space 3} 1.58e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0000353{col 47}{space 2} .0003096{col 58}{space 1}   -0.11{col 67}{space 3}0.909{col 75}{space 4}-.0006421{col 88}{space 3} .0005716
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000645{col 47}{space 2}  .000148{col 58}{space 1}   -0.44{col 67}{space 3}0.663{col 75}{space 4}-.0003546{col 88}{space 3} .0002256
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0417718{col 47}{space 2} .0509075{col 58}{space 1}    0.82{col 67}{space 3}0.412{col 75}{space 4} -.058005{col 88}{space 3} .1415487
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0560787{col 47}{space 2} .0663143{col 58}{space 1}    0.85{col 67}{space 3}0.398{col 75}{space 4}-.0738949{col 88}{space 3} .1860523
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.2446609{col 47}{space 2} .0514223{col 58}{space 1}   -4.76{col 67}{space 3}0.000{col 75}{space 4}-.3454468{col 88}{space 3} -.143875
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} -.275973{col 47}{space 2} .0580641{col 58}{space 1}   -4.75{col 67}{space 3}0.000{col 75}{space 4}-.3897766{col 88}{space 3}-.1621694
{txt}{space 33} {c |}
{space 19}year_secschool {c |}
{space 28}1951  {c |}{col 35}{res}{space 2} .0172657{col 47}{space 2} .0503032{col 58}{space 1}    0.34{col 67}{space 3}0.731{col 75}{space 4}-.0813267{col 88}{space 3} .1158581
{txt}{space 28}1952  {c |}{col 35}{res}{space 2} .0416449{col 47}{space 2}  .052569{col 58}{space 1}    0.79{col 67}{space 3}0.428{col 75}{space 4}-.0613884{col 88}{space 3} .1446783
{txt}{space 28}1953  {c |}{col 35}{res}{space 2} .0830083{col 47}{space 2} .0522664{col 58}{space 1}    1.59{col 67}{space 3}0.112{col 75}{space 4} -.019432{col 88}{space 3} .1854487
{txt}{space 28}1954  {c |}{col 35}{res}{space 2} .0231876{col 47}{space 2} .0573356{col 58}{space 1}    0.40{col 67}{space 3}0.686{col 75}{space 4}-.0891881{col 88}{space 3} .1355632
{txt}{space 28}1955  {c |}{col 35}{res}{space 2}-.0049671{col 47}{space 2}  .064155{col 58}{space 1}   -0.08{col 67}{space 3}0.938{col 75}{space 4}-.1307086{col 88}{space 3} .1207743
{txt}{space 28}1956  {c |}{col 35}{res}{space 2} .0841832{col 47}{space 2} .0730244{col 58}{space 1}    1.15{col 67}{space 3}0.249{col 75}{space 4} -.058942{col 88}{space 3} .2273083
{txt}{space 28}1957  {c |}{col 35}{res}{space 2} .0333901{col 47}{space 2} .0730639{col 58}{space 1}    0.46{col 67}{space 3}0.648{col 75}{space 4}-.1098125{col 88}{space 3} .1765927
{txt}{space 28}1958  {c |}{col 35}{res}{space 2} .0194715{col 47}{space 2} .0792239{col 58}{space 1}    0.25{col 67}{space 3}0.806{col 75}{space 4}-.1358045{col 88}{space 3} .1747475
{txt}{space 28}1959  {c |}{col 35}{res}{space 2} .0229127{col 47}{space 2} .0847631{col 58}{space 1}    0.27{col 67}{space 3}0.787{col 75}{space 4}  -.14322{col 88}{space 3} .1890454
{txt}{space 28}1960  {c |}{col 35}{res}{space 2} .0358496{col 47}{space 2} .0911785{col 58}{space 1}    0.39{col 67}{space 3}0.694{col 75}{space 4}-.1428569{col 88}{space 3} .2145562
{txt}{space 28}1961  {c |}{col 35}{res}{space 2} .0050301{col 47}{space 2} .0980642{col 58}{space 1}    0.05{col 67}{space 3}0.959{col 75}{space 4}-.1871722{col 88}{space 3} .1972324
{txt}{space 28}1962  {c |}{col 35}{res}{space 2}-.0493796{col 47}{space 2} .1062141{col 58}{space 1}   -0.46{col 67}{space 3}0.642{col 75}{space 4}-.2575555{col 88}{space 3} .1587962
{txt}{space 28}1963  {c |}{col 35}{res}{space 2}-.0252592{col 47}{space 2} .1124689{col 58}{space 1}   -0.22{col 67}{space 3}0.822{col 75}{space 4}-.2456942{col 88}{space 3} .1951757
{txt}{space 28}1964  {c |}{col 35}{res}{space 2}-.0510757{col 47}{space 2} .1213388{col 58}{space 1}   -0.42{col 67}{space 3}0.674{col 75}{space 4}-.2888954{col 88}{space 3}  .186744
{txt}{space 28}1965  {c |}{col 35}{res}{space 2} -.042669{col 47}{space 2} .1281314{col 58}{space 1}   -0.33{col 67}{space 3}0.739{col 75}{space 4} -.293802{col 88}{space 3} .2084639
{txt}{space 28}1966  {c |}{col 35}{res}{space 2} .0188549{col 47}{space 2}  .134808{col 58}{space 1}    0.14{col 67}{space 3}0.889{col 75}{space 4} -.245364{col 88}{space 3} .2830737
{txt}{space 28}1967  {c |}{col 35}{res}{space 2}-.0372896{col 47}{space 2} .1405465{col 58}{space 1}   -0.27{col 67}{space 3}0.791{col 75}{space 4}-.3127557{col 88}{space 3} .2381766
{txt}{space 28}1968  {c |}{col 35}{res}{space 2} .0119723{col 47}{space 2} .1482494{col 58}{space 1}    0.08{col 67}{space 3}0.936{col 75}{space 4}-.2785911{col 88}{space 3} .3025357
{txt}{space 28}1969  {c |}{col 35}{res}{space 2}-.0882187{col 47}{space 2} .1563246{col 58}{space 1}   -0.56{col 67}{space 3}0.573{col 75}{space 4}-.3946092{col 88}{space 3} .2181719
{txt}{space 28}1970  {c |}{col 35}{res}{space 2}-.0550221{col 47}{space 2} .1644497{col 58}{space 1}   -0.33{col 67}{space 3}0.738{col 75}{space 4}-.3773375{col 88}{space 3} .2672934
{txt}{space 28}1971  {c |}{col 35}{res}{space 2} -.057138{col 47}{space 2} .1707675{col 58}{space 1}   -0.33{col 67}{space 3}0.738{col 75}{space 4}-.3918362{col 88}{space 3} .2775603
{txt}{space 28}1972  {c |}{col 35}{res}{space 2}-.0758638{col 47}{space 2} .1784432{col 58}{space 1}   -0.43{col 67}{space 3}0.671{col 75}{space 4}-.4256059{col 88}{space 3} .2738784
{txt}{space 28}1973  {c |}{col 35}{res}{space 2}-.0354093{col 47}{space 2} .1860136{col 58}{space 1}   -0.19{col 67}{space 3}0.849{col 75}{space 4}-.3999892{col 88}{space 3} .3291706
{txt}{space 28}1974  {c |}{col 35}{res}{space 2}-.0532608{col 47}{space 2} .1929736{col 58}{space 1}   -0.28{col 67}{space 3}0.783{col 75}{space 4}-.4314822{col 88}{space 3} .3249605
{txt}{space 28}1975  {c |}{col 35}{res}{space 2}-.0193296{col 47}{space 2} .2018275{col 58}{space 1}   -0.10{col 67}{space 3}0.924{col 75}{space 4}-.4149042{col 88}{space 3}  .376245
{txt}{space 28}1976  {c |}{col 35}{res}{space 2}-.0636492{col 47}{space 2} .2090089{col 58}{space 1}   -0.30{col 67}{space 3}0.761{col 75}{space 4}-.4732992{col 88}{space 3} .3460008
{txt}{space 28}1977  {c |}{col 35}{res}{space 2}-.1346986{col 47}{space 2} .2159963{col 58}{space 1}   -0.62{col 67}{space 3}0.533{col 75}{space 4}-.5580435{col 88}{space 3} .2886463
{txt}{space 28}1978  {c |}{col 35}{res}{space 2}-.0736037{col 47}{space 2} .2243247{col 58}{space 1}   -0.33{col 67}{space 3}0.743{col 75}{space 4}-.5132721{col 88}{space 3} .3660647
{txt}{space 28}1979  {c |}{col 35}{res}{space 2}-.0975606{col 47}{space 2} .2313303{col 58}{space 1}   -0.42{col 67}{space 3}0.673{col 75}{space 4}-.5509596{col 88}{space 3} .3558383
{txt}{space 28}1980  {c |}{col 35}{res}{space 2}-.1023914{col 47}{space 2} .2391729{col 58}{space 1}   -0.43{col 67}{space 3}0.669{col 75}{space 4}-.5711616{col 88}{space 3} .3663789
{txt}{space 28}1981  {c |}{col 35}{res}{space 2}-.1545246{col 47}{space 2} .2466188{col 58}{space 1}   -0.63{col 67}{space 3}0.531{col 75}{space 4}-.6378885{col 88}{space 3} .3288394
{txt}{space 28}1982  {c |}{col 35}{res}{space 2} -.163797{col 47}{space 2} .2545402{col 58}{space 1}   -0.64{col 67}{space 3}0.520{col 75}{space 4}-.6626867{col 88}{space 3} .3350927
{txt}{space 28}1983  {c |}{col 35}{res}{space 2}-.1637831{col 47}{space 2}  .262733{col 58}{space 1}   -0.62{col 67}{space 3}0.533{col 75}{space 4}-.6787303{col 88}{space 3} .3511641
{txt}{space 28}1984  {c |}{col 35}{res}{space 2} -.185901{col 47}{space 2} .2706996{col 58}{space 1}   -0.69{col 67}{space 3}0.492{col 75}{space 4}-.7164624{col 88}{space 3} .3446604
{txt}{space 28}1985  {c |}{col 35}{res}{space 2}-.1658697{col 47}{space 2} .2776422{col 58}{space 1}   -0.60{col 67}{space 3}0.550{col 75}{space 4}-.7100385{col 88}{space 3} .3782991
{txt}{space 28}1986  {c |}{col 35}{res}{space 2}-.1071233{col 47}{space 2} .2857851{col 58}{space 1}   -0.37{col 67}{space 3}0.708{col 75}{space 4}-.6672518{col 88}{space 3} .4530052
{txt}{space 28}1987  {c |}{col 35}{res}{space 2}-.2481087{col 47}{space 2} .2930007{col 58}{space 1}   -0.85{col 67}{space 3}0.397{col 75}{space 4}-.8223795{col 88}{space 3} .3261622
{txt}{space 28}1988  {c |}{col 35}{res}{space 2}-.1552555{col 47}{space 2}   .30077{col 58}{space 1}   -0.52{col 67}{space 3}0.606{col 75}{space 4}-.7447539{col 88}{space 3} .4342428
{txt}{space 28}1989  {c |}{col 35}{res}{space 2}  -.13349{col 47}{space 2} .3097967{col 58}{space 1}   -0.43{col 67}{space 3}0.667{col 75}{space 4}-.7406804{col 88}{space 3} .4737004
{txt}{space 28}1990  {c |}{col 35}{res}{space 2}-.2267154{col 47}{space 2} .3179371{col 58}{space 1}   -0.71{col 67}{space 3}0.476{col 75}{space 4}-.8498607{col 88}{space 3} .3964299
{txt}{space 28}1991  {c |}{col 35}{res}{space 2}-.2462566{col 47}{space 2}  .323134{col 58}{space 1}   -0.76{col 67}{space 3}0.446{col 75}{space 4}-.8795877{col 88}{space 3} .3870744
{txt}{space 28}1992  {c |}{col 35}{res}{space 2}-.2637087{col 47}{space 2} .3306556{col 58}{space 1}   -0.80{col 67}{space 3}0.425{col 75}{space 4}-.9117818{col 88}{space 3} .3843643
{txt}{space 28}1993  {c |}{col 35}{res}{space 2}-.2609092{col 47}{space 2} .3391007{col 58}{space 1}   -0.77{col 67}{space 3}0.442{col 75}{space 4}-.9255345{col 88}{space 3}  .403716
{txt}{space 28}1994  {c |}{col 35}{res}{space 2}-.2272283{col 47}{space 2} .3463562{col 58}{space 1}   -0.66{col 67}{space 3}0.512{col 75}{space 4} -.906074{col 88}{space 3} .4516175
{txt}{space 28}1995  {c |}{col 35}{res}{space 2}-.2375545{col 47}{space 2} .3540744{col 58}{space 1}   -0.67{col 67}{space 3}0.502{col 75}{space 4}-.9315277{col 88}{space 3} .4564186
{txt}{space 28}1996  {c |}{col 35}{res}{space 2}-.2311661{col 47}{space 2} .3626542{col 58}{space 1}   -0.64{col 67}{space 3}0.524{col 75}{space 4}-.9419553{col 88}{space 3} .4796231
{txt}{space 28}1997  {c |}{col 35}{res}{space 2}-.3043032{col 47}{space 2} .3691889{col 58}{space 1}   -0.82{col 67}{space 3}0.410{col 75}{space 4}  -1.0279{col 88}{space 3} .4192936
{txt}{space 28}1998  {c |}{col 35}{res}{space 2}-.2766623{col 47}{space 2} .3774221{col 58}{space 1}   -0.73{col 67}{space 3}0.464{col 75}{space 4}-1.016396{col 88}{space 3} .4630715
{txt}{space 28}1999  {c |}{col 35}{res}{space 2}-.3526056{col 47}{space 2} .3849341{col 58}{space 1}   -0.92{col 67}{space 3}0.360{col 75}{space 4}-1.107063{col 88}{space 3} .4018513
{txt}{space 28}2000  {c |}{col 35}{res}{space 2}-.2594627{col 47}{space 2} .3936716{col 58}{space 1}   -0.66{col 67}{space 3}0.510{col 75}{space 4}-1.031045{col 88}{space 3} .5121195
{txt}{space 28}2001  {c |}{col 35}{res}{space 2} -.323814{col 47}{space 2} .4022962{col 58}{space 1}   -0.80{col 67}{space 3}0.421{col 75}{space 4}  -1.1123{col 88}{space 3} .4646721
{txt}{space 28}2002  {c |}{col 35}{res}{space 2}-.2830881{col 47}{space 2} .4095397{col 58}{space 1}   -0.69{col 67}{space 3}0.489{col 75}{space 4}-1.085771{col 88}{space 3} .5195951
{txt}{space 28}2003  {c |}{col 35}{res}{space 2}-.3169354{col 47}{space 2} .4161175{col 58}{space 1}   -0.76{col 67}{space 3}0.446{col 75}{space 4}-1.132511{col 88}{space 3} .4986398
{txt}{space 28}2004  {c |}{col 35}{res}{space 2}-.2995382{col 47}{space 2} .4248385{col 58}{space 1}   -0.71{col 67}{space 3}0.481{col 75}{space 4}-1.132206{col 88}{space 3} .5331299
{txt}{space 28}2005  {c |}{col 35}{res}{space 2}-.3262541{col 47}{space 2} .4324673{col 58}{space 1}   -0.75{col 67}{space 3}0.451{col 75}{space 4}-1.173874{col 88}{space 3} .5213662
{txt}{space 28}2006  {c |}{col 35}{res}{space 2}-.3527271{col 47}{space 2} .4407871{col 58}{space 1}   -0.80{col 67}{space 3}0.424{col 75}{space 4}-1.216654{col 88}{space 3} .5111997
{txt}{space 28}2007  {c |}{col 35}{res}{space 2}-.4105326{col 47}{space 2} .4478983{col 58}{space 1}   -0.92{col 67}{space 3}0.359{col 75}{space 4}-1.288397{col 88}{space 3} .4673319
{txt}{space 28}2008  {c |}{col 35}{res}{space 2}-.3091956{col 47}{space 2} .4556939{col 58}{space 1}   -0.68{col 67}{space 3}0.497{col 75}{space 4}-1.202339{col 88}{space 3} .5839481
{txt}{space 28}2009  {c |}{col 35}{res}{space 2}-.4410132{col 47}{space 2} .4636119{col 58}{space 1}   -0.95{col 67}{space 3}0.341{col 75}{space 4}-1.349676{col 88}{space 3} .4676493
{txt}{space 33} {c |}
{space 29}year {c |}
{space 28}2018  {c |}{col 35}{res}{space 2} .0776572{col 47}{space 2} .0795165{col 58}{space 1}    0.98{col 67}{space 3}0.329{col 75}{space 4}-.0781923{col 88}{space 3} .2335067
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .6902074{col 47}{space 2} .5299879{col 58}{space 1}    1.30{col 67}{space 3}0.193{col 75}{space 4}-.3485498{col 88}{space 3} 1.728965
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}{hline 29}{c TT}{hline 48}
{col 3}Random-effects parameters{col 30}{c |}{col 34}Estimate{col 45}Std. err.{col 59}[95% conf. interval]
{hline 29}{c +}{hline 48}
{res}BuLaYouth{txt}: Independent{col 30}{c |}
{space 14}var(2.edu3cat) {c |}{res}{col 33} 4.02e-13{col 44} 1.09e-09{col 58}        0{col 70}        .
{txt}{space 14}var(3.edu3cat) {c |}{res}{col 33}  .000207{col 44} .0004757{col 58} 2.29e-06{col 70} .0187175
{txt}{space 18}var(_cons) {c |}{res}{col 33} 7.00e-06{col 44} .0001581{col 58} 4.11e-25{col 70} 1.19e+14
{txt}{hline 29}{c +}{hline 48}
{col 16}var(Residual){col 30}{c |}{res}{col 33} .0472828{col 44} .0011964{col 58}  .044995{col 70} .0496868
{txt}{hline 29}{c BT}{hline 48}
LR test vs. linear model:{col 27}chi2({res}3{txt}) = {res}0.37{col 59}{txt}Prob > chi2 ={col 73}{res}0.9472

{txt}{p 0 6 4}Note: {help j_mixedlr##|_new:LR test is conservative} and provided only for reference.{p_end}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,217}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, fixed portion, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1946632{col 38}{space 2} .0492059{col 49}{space 1}    3.96{col 58}{space 3}0.000{col 66}{space 4} .0982214{col 79}{space 3} .2911049
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0499977{col 38}{space 2} .0313529{col 49}{space 1}   -1.59{col 58}{space 3}0.111{col 66}{space 4}-.1114482{col 79}{space 3} .0114527
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0813098{col 38}{space 2} .0417961{col 49}{space 1}   -1.95{col 58}{space 3}0.052{col 66}{space 4}-.1632287{col 79}{space 3} .0006091
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,217
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    541{txt}){col 67}= {res}     51.49
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2254
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2034
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1911
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.2174

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          intpeff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1725546{col 47}{space 2}  .051219{col 58}{space 1}    3.37{col 67}{space 3}0.001{col 75}{space 4} .0719421{col 88}{space 3} .2731671
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .036107{col 47}{space 2} .0136092{col 58}{space 1}    2.65{col 67}{space 3}0.008{col 75}{space 4} .0093737{col 88}{space 3} .0628403
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1577061{col 47}{space 2}  .015592{col 58}{space 1}   10.11{col 67}{space 3}0.000{col 75}{space 4} .1270778{col 88}{space 3} .1883343
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0040034{col 47}{space 2} .0080251{col 58}{space 1}   -0.50{col 67}{space 3}0.618{col 75}{space 4}-.0197676{col 88}{space 3} .0117609
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000131{col 47}{space 2} .0000302{col 58}{space 1}   -0.43{col 67}{space 3}0.665{col 75}{space 4}-.0000724{col 88}{space 3} .0000462
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1099595{col 47}{space 2} .0079387{col 58}{space 1}  -13.85{col 67}{space 3}0.000{col 75}{space 4}-.1255539{col 88}{space 3} -.094365
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0989598{col 47}{space 2} .0281291{col 58}{space 1}    3.52{col 67}{space 3}0.000{col 75}{space 4} .0437041{col 88}{space 3} .1542155
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0441401{col 47}{space 2} .0104478{col 58}{space 1}    4.22{col 67}{space 3}0.000{col 75}{space 4}  .023617{col 88}{space 3} .0646633
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0699115{col 47}{space 2} .0168366{col 58}{space 1}    4.15{col 67}{space 3}0.000{col 75}{space 4} .0368384{col 88}{space 3} .1029846
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0704652{col 47}{space 2} .0134733{col 58}{space 1}    5.23{col 67}{space 3}0.000{col 75}{space 4} .0439988{col 88}{space 3} .0969317
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0965073{col 47}{space 2}  .019928{col 58}{space 1}    4.84{col 67}{space 3}0.000{col 75}{space 4} .0573615{col 88}{space 3} .1356531
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2} 4.33e-08{col 47}{space 2} 4.03e-08{col 58}{space 1}    1.08{col 67}{space 3}0.283{col 75}{space 4}-3.58e-08{col 88}{space 3} 1.22e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-8.06e-06{col 47}{space 2} .0001507{col 58}{space 1}   -0.05{col 67}{space 3}0.957{col 75}{space 4}-.0003041{col 88}{space 3} .0002879
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.2443797{col 47}{space 2}  .056195{col 58}{space 1}   -4.35{col 67}{space 3}0.000{col 75}{space 4}-.3547668{col 88}{space 3}-.1339926
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.2737034{col 47}{space 2} .0620301{col 58}{space 1}   -4.41{col 67}{space 3}0.000{col 75}{space 4}-.3955528{col 88}{space 3}-.1518541
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5707078{col 47}{space 2} .3487679{col 58}{space 1}    1.64{col 67}{space 3}0.102{col 75}{space 4}-.1143973{col 88}{space 3} 1.255813
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,217}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1725546{col 38}{space 2}  .051219{col 49}{space 1}    3.37{col 58}{space 3}0.001{col 66}{space 4} .0721672{col 79}{space 3}  .272942
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0718251{col 38}{space 2} .0318811{col 49}{space 1}   -2.25{col 58}{space 3}0.024{col 66}{space 4}-.1343108{col 79}{space 3}-.0093394
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.1011488{col 38}{space 2} .0424171{col 49}{space 1}   -2.38{col 58}{space 3}0.017{col 66}{space 4}-.1842848{col 79}{space 3}-.0180129
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 8 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,217
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    541{txt}){col 67}= {res}     51.00
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2306
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2048
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1907
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.2172

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          intpeff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .2104621{col 47}{space 2} .0644155{col 58}{space 1}    3.27{col 67}{space 3}0.001{col 75}{space 4} .0839269{col 88}{space 3} .3369972
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}   .03277{col 47}{space 2} .0136745{col 58}{space 1}    2.40{col 67}{space 3}0.017{col 75}{space 4} .0059084{col 88}{space 3} .0596317
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1538892{col 47}{space 2} .0157401{col 58}{space 1}    9.78{col 67}{space 3}0.000{col 75}{space 4} .1229701{col 88}{space 3} .1848084
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0462097{col 47}{space 2} .0104401{col 58}{space 1}    4.43{col 67}{space 3}0.000{col 75}{space 4} .0257016{col 88}{space 3} .0667178
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .068489{col 47}{space 2} .0168131{col 58}{space 1}    4.07{col 67}{space 3}0.000{col 75}{space 4} .0354621{col 88}{space 3} .1015159
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0692376{col 47}{space 2} .0135093{col 58}{space 1}    5.13{col 67}{space 3}0.000{col 75}{space 4} .0427004{col 88}{space 3} .0957747
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0955768{col 47}{space 2} .0199485{col 58}{space 1}    4.79{col 67}{space 3}0.000{col 75}{space 4} .0563909{col 88}{space 3} .1347627
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0036634{col 47}{space 2} .0080824{col 58}{space 1}   -0.45{col 67}{space 3}0.651{col 75}{space 4}-.0195402{col 88}{space 3} .0122134
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000155{col 47}{space 2} .0000303{col 58}{space 1}   -0.51{col 67}{space 3}0.610{col 75}{space 4} -.000075{col 88}{space 3} .0000441
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1100907{col 47}{space 2} .0079489{col 58}{space 1}  -13.85{col 67}{space 3}0.000{col 75}{space 4}-.1257051{col 88}{space 3}-.0944762
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1034292{col 47}{space 2} .0282584{col 58}{space 1}    3.66{col 67}{space 3}0.000{col 75}{space 4} .0479195{col 88}{space 3} .1589389
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.48e-08{col 47}{space 2} 7.15e-08{col 58}{space 1}    0.91{col 67}{space 3}0.365{col 75}{space 4}-7.56e-08{col 88}{space 3} 2.05e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-3.23e-08{col 47}{space 2}   .00017{col 58}{space 1}   -0.00{col 67}{space 3}1.000{col 75}{space 4} -.000334{col 88}{space 3} .0003339
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.2622018{col 47}{space 2} .0570456{col 58}{space 1}   -4.60{col 67}{space 3}0.000{col 75}{space 4}-.3742598{col 88}{space 3}-.1501437
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.2919928{col 47}{space 2} .0627762{col 58}{space 1}   -4.65{col 67}{space 3}0.000{col 75}{space 4}-.4153078{col 88}{space 3}-.1686779
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .5614674{col 47}{space 2} .3519244{col 58}{space 1}    1.60{col 67}{space 3}0.111{col 75}{space 4}-.1298384{col 88}{space 3} 1.252773
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 28}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}                Absorbed FE{col 29}{c |} Categories{col 42} - Redundant{col 54}  = Num. Coefs{col 69}{c |}
{res}{col 1}{text}{hline 28}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}             year_secschool{col 29}{c |}{space 1}       60{col 42}{space 1}        0{col 54}{result}{space 1}       60{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                       year{col 29}{c |}{space 1}        2{col 42}{space 1}        1{col 54}{result}{space 1}        1{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                  BuLaYouth{col 29}{c |}{space 1}       15{col 42}{space 1}        1{col 54}{result}{space 1}       14{col 68}{text}?{col 69}{c |}
{res}{col 1}{text} BuLaYouth#c.year_secschool{col 29}{c |}{space 1}       15{col 42}{space 1}        0{col 54}{result}{space 1}       15{col 68}{text}?{col 69}{c |}
{res}{col 1}{text}{hline 28}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,217}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .2104621{col 38}{space 2} .0644155{col 49}{space 1}    3.27{col 58}{space 3}0.001{col 66}{space 4}   .08421{col 79}{space 3} .3367142
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0517397{col 38}{space 2} .0449366{col 49}{space 1}   -1.15{col 58}{space 3}0.250{col 66}{space 4}-.1398139{col 79}{space 3} .0363345
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0815308{col 38}{space 2} .0534973{col 49}{space 1}   -1.52{col 58}{space 3}0.128{col 66}{space 4}-.1863835{col 79}{space 3}  .023322
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,217
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     39.30
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2225
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2027
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1924
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.2174

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          intpeff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0438696{col 47}{space 2} .0704462{col 58}{space 1}    0.62{col 67}{space 3}0.534{col 75}{space 4}-.0945121{col 88}{space 3} .1822513
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1923912{col 47}{space 2} .0513827{col 58}{space 1}    3.74{col 67}{space 3}0.000{col 75}{space 4} .0914571{col 88}{space 3} .2933253
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0247936{col 47}{space 2} .0204652{col 58}{space 1}    1.21{col 67}{space 3}0.226{col 75}{space 4}-.0154073{col 88}{space 3} .0649945
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1430012{col 47}{space 2} .0225385{col 58}{space 1}    6.34{col 67}{space 3}0.000{col 75}{space 4} .0987275{col 88}{space 3} .1872749
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0418103{col 47}{space 2} .0103934{col 58}{space 1}    4.02{col 67}{space 3}0.000{col 75}{space 4}  .021394{col 88}{space 3} .0622266
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0695425{col 47}{space 2} .0166801{col 58}{space 1}    4.17{col 67}{space 3}0.000{col 75}{space 4} .0367768{col 88}{space 3} .1023081
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0716992{col 47}{space 2} .0134373{col 58}{space 1}    5.34{col 67}{space 3}0.000{col 75}{space 4} .0453035{col 88}{space 3} .0980949
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0971062{col 47}{space 2} .0198911{col 58}{space 1}    4.88{col 67}{space 3}0.000{col 75}{space 4}  .058033{col 88}{space 3} .1361794
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0041531{col 47}{space 2} .0080578{col 58}{space 1}   -0.52{col 67}{space 3}0.606{col 75}{space 4}-.0199814{col 88}{space 3} .0116753
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000121{col 47}{space 2}   .00003{col 58}{space 1}   -0.40{col 67}{space 3}0.688{col 75}{space 4}-.0000711{col 88}{space 3} .0000469
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1091631{col 47}{space 2} .0079217{col 58}{space 1}  -13.78{col 67}{space 3}0.000{col 75}{space 4}-.1247242{col 88}{space 3} -.093602
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .095371{col 47}{space 2} .0280904{col 58}{space 1}    3.40{col 67}{space 3}0.001{col 75}{space 4} .0401914{col 88}{space 3} .1505505
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0404077{col 47}{space 2} .0589252{col 58}{space 1}    0.69{col 67}{space 3}0.493{col 75}{space 4}-.0753426{col 88}{space 3} .1561579
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0622274{col 47}{space 2} .0663858{col 58}{space 1}    0.94{col 67}{space 3}0.349{col 75}{space 4}-.0681782{col 88}{space 3}  .192633
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.2501154{col 47}{space 2} .0559871{col 58}{space 1}   -4.47{col 67}{space 3}0.000{col 75}{space 4}-.3600943{col 88}{space 3}-.1401366
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.2820898{col 47}{space 2} .0617911{col 58}{space 1}   -4.57{col 67}{space 3}0.000{col 75}{space 4}-.4034696{col 88}{space 3}  -.16071
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-9.88e-09{col 47}{space 2} 3.04e-08{col 58}{space 1}   -0.32{col 67}{space 3}0.745{col 75}{space 4}-6.96e-08{col 88}{space 3} 4.99e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.18e-08{col 47}{space 2} 3.93e-08{col 58}{space 1}    1.83{col 67}{space 3}0.068{col 75}{space 4}-5.34e-09{col 88}{space 3} 1.49e-07
{txt}{space 23}B_leftvote {c |}{col 35}{res}{space 2}-.0026168{col 47}{space 2} .0015681{col 58}{space 1}   -1.67{col 67}{space 3}0.096{col 75}{space 4} -.005697{col 88}{space 3} .0004634
{txt}{space 23}W_leftvote {c |}{col 35}{res}{space 2}-.0002194{col 47}{space 2} .0011364{col 58}{space 1}   -0.19{col 67}{space 3}0.847{col 75}{space 4}-.0024517{col 88}{space 3} .0020129
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .6810794{col 47}{space 2} .3532166{col 58}{space 1}    1.93{col 67}{space 3}0.054{col 75}{space 4}-.0127646{col 88}{space 3} 1.374923
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,217}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1923912{col 38}{space 2} .0513827{col 49}{space 1}    3.74{col 58}{space 3}0.000{col 66}{space 4} .0916829{col 79}{space 3} .2930995
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0577243{col 38}{space 2} .0321766{col 49}{space 1}   -1.79{col 58}{space 3}0.073{col 66}{space 4}-.1207892{col 79}{space 3} .0053407
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0896986{col 38}{space 2} .0426457{col 49}{space 1}   -2.10{col 58}{space 3}0.035{col 66}{space 4}-.1732827{col 79}{space 3}-.0061146
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Performing EM optimization ...
{res}
{txt}Performing gradient-based optimization: 
{res}{txt}Iteration 0:{space 2}Log restricted-likelihood = {res: 216.06893}  
Iteration 1:{space 2}Log restricted-likelihood = {res: 216.71709}  
Iteration 2:{space 2}Log restricted-likelihood = {res: 217.48042}  
Iteration 3:{space 2}Log restricted-likelihood = {res: 217.49981}  
Iteration 4:{space 2}Log restricted-likelihood = {res: 217.49981}  
{res}
{txt}Computing standard errors ...
{res}
{txt}Mixed-effects REML regression{col 54}Number of obs{col 70} = {res} 3,312
{txt}Group variable: {res}BuLaYouth{col 54}{txt}Number of groups{col 70} = {res}    15
{txt}{col 54}Obs per group:
{col 67}min = {res}    31
{txt}{col 67}avg = {res} 220.8
{txt}{col 67}max = {res}   788
{col 54}{txt}Wald chi2({res}80{txt}){col 70} = {res}401.88
{txt}Log restricted-likelihood = {res} 217.49981{col 54}{txt}Prob > chi2{col 70} = {res}0.0000

{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}                          extpeff{col 35}{c |} Coefficient{col 47}  Std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} -.122025{col 47}{space 2} .0530174{col 58}{space 1}   -2.30{col 67}{space 3}0.021{col 75}{space 4}-.2259372{col 88}{space 3}-.0181129
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0277422{col 47}{space 2} .0419778{col 58}{space 1}   -0.66{col 67}{space 3}0.509{col 75}{space 4}-.1100172{col 88}{space 3} .0545329
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0447056{col 47}{space 2} .0151132{col 58}{space 1}    2.96{col 67}{space 3}0.003{col 75}{space 4} .0150843{col 88}{space 3}  .074327
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1256543{col 47}{space 2}  .016841{col 58}{space 1}    7.46{col 67}{space 3}0.000{col 75}{space 4} .0926465{col 88}{space 3} .1586621
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0027801{col 47}{space 2} .0078348{col 58}{space 1}   -0.35{col 67}{space 3}0.723{col 75}{space 4}-.0181359{col 88}{space 3} .0125758
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000167{col 47}{space 2} .0000275{col 58}{space 1}    0.61{col 67}{space 3}0.544{col 75}{space 4}-.0000372{col 88}{space 3} .0000705
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0161379{col 47}{space 2} .0074584{col 58}{space 1}   -2.16{col 67}{space 3}0.030{col 75}{space 4} -.030756{col 88}{space 3}-.0015197
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0443118{col 47}{space 2} .0267791{col 58}{space 1}    1.65{col 67}{space 3}0.098{col 75}{space 4}-.0081744{col 88}{space 3} .0967979
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0044593{col 47}{space 2} .0102639{col 58}{space 1}    0.43{col 67}{space 3}0.664{col 75}{space 4}-.0156575{col 88}{space 3} .0245761
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0252944{col 47}{space 2}  .015892{col 58}{space 1}    1.59{col 67}{space 3}0.111{col 75}{space 4}-.0058533{col 88}{space 3} .0564421
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0168944{col 47}{space 2} .0126922{col 58}{space 1}    1.33{col 67}{space 3}0.183{col 75}{space 4}-.0079819{col 88}{space 3} .0417708
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0137233{col 47}{space 2} .0189644{col 58}{space 1}    0.72{col 67}{space 3}0.469{col 75}{space 4}-.0234462{col 88}{space 3} .0508927
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 8.25e-08{col 47}{space 2} 3.40e-08{col 58}{space 1}    2.43{col 67}{space 3}0.015{col 75}{space 4} 1.60e-08{col 88}{space 3} 1.49e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 4.18e-08{col 47}{space 2} 3.92e-08{col 58}{space 1}    1.07{col 67}{space 3}0.286{col 75}{space 4}-3.50e-08{col 88}{space 3} 1.19e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001111{col 47}{space 2} .0002844{col 58}{space 1}   -0.39{col 67}{space 3}0.696{col 75}{space 4}-.0006686{col 88}{space 3} .0004463
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000322{col 47}{space 2} .0001419{col 58}{space 1}    0.23{col 67}{space 3}0.820{col 75}{space 4}-.0002458{col 88}{space 3} .0003103
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .087584{col 47}{space 2}  .050595{col 58}{space 1}    1.73{col 67}{space 3}0.083{col 75}{space 4}-.0115804{col 88}{space 3} .1867483
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1022222{col 47}{space 2} .0530197{col 58}{space 1}    1.93{col 67}{space 3}0.054{col 75}{space 4}-.0016945{col 88}{space 3} .2061388
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0331939{col 47}{space 2} .0448307{col 58}{space 1}    0.74{col 67}{space 3}0.459{col 75}{space 4}-.0546726{col 88}{space 3} .1210604
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0530571{col 47}{space 2} .0474281{col 58}{space 1}    1.12{col 67}{space 3}0.263{col 75}{space 4}-.0399001{col 88}{space 3} .1460144
{txt}{space 33} {c |}
{space 19}year_secschool {c |}
{space 28}1951  {c |}{col 35}{res}{space 2} .0050293{col 47}{space 2} .0489444{col 58}{space 1}    0.10{col 67}{space 3}0.918{col 75}{space 4}-.0908999{col 88}{space 3} .1009585
{txt}{space 28}1952  {c |}{col 35}{res}{space 2}-.0500627{col 47}{space 2} .0511525{col 58}{space 1}   -0.98{col 67}{space 3}0.328{col 75}{space 4}-.1503198{col 88}{space 3} .0501945
{txt}{space 28}1953  {c |}{col 35}{res}{space 2}-.0571616{col 47}{space 2} .0512296{col 58}{space 1}   -1.12{col 67}{space 3}0.265{col 75}{space 4}-.1575698{col 88}{space 3} .0432466
{txt}{space 28}1954  {c |}{col 35}{res}{space 2}-.0690033{col 47}{space 2} .0559226{col 58}{space 1}   -1.23{col 67}{space 3}0.217{col 75}{space 4}-.1786097{col 88}{space 3} .0406031
{txt}{space 28}1955  {c |}{col 35}{res}{space 2}-.1059505{col 47}{space 2} .0619325{col 58}{space 1}   -1.71{col 67}{space 3}0.087{col 75}{space 4}-.2273359{col 88}{space 3}  .015435
{txt}{space 28}1956  {c |}{col 35}{res}{space 2}-.0235535{col 47}{space 2} .0704357{col 58}{space 1}   -0.33{col 67}{space 3}0.738{col 75}{space 4} -.161605{col 88}{space 3}  .114498
{txt}{space 28}1957  {c |}{col 35}{res}{space 2}-.0608794{col 47}{space 2}  .070781{col 58}{space 1}   -0.86{col 67}{space 3}0.390{col 75}{space 4}-.1996076{col 88}{space 3} .0778488
{txt}{space 28}1958  {c |}{col 35}{res}{space 2}-.0734778{col 47}{space 2} .0766269{col 58}{space 1}   -0.96{col 67}{space 3}0.338{col 75}{space 4}-.2236637{col 88}{space 3} .0767081
{txt}{space 28}1959  {c |}{col 35}{res}{space 2}-.0488783{col 47}{space 2} .0817115{col 58}{space 1}   -0.60{col 67}{space 3}0.550{col 75}{space 4}-.2090299{col 88}{space 3} .1112733
{txt}{space 28}1960  {c |}{col 35}{res}{space 2}-.0807446{col 47}{space 2} .0878418{col 58}{space 1}   -0.92{col 67}{space 3}0.358{col 75}{space 4}-.2529114{col 88}{space 3} .0914223
{txt}{space 28}1961  {c |}{col 35}{res}{space 2}-.0716564{col 47}{space 2} .0943775{col 58}{space 1}   -0.76{col 67}{space 3}0.448{col 75}{space 4}-.2566329{col 88}{space 3} .1133201
{txt}{space 28}1962  {c |}{col 35}{res}{space 2} -.053473{col 47}{space 2}  .102036{col 58}{space 1}   -0.52{col 67}{space 3}0.600{col 75}{space 4}-.2534599{col 88}{space 3} .1465139
{txt}{space 28}1963  {c |}{col 35}{res}{space 2}-.1053913{col 47}{space 2} .1083995{col 58}{space 1}   -0.97{col 67}{space 3}0.331{col 75}{space 4}-.3178504{col 88}{space 3} .1070678
{txt}{space 28}1964  {c |}{col 35}{res}{space 2}-.0718126{col 47}{space 2} .1162815{col 58}{space 1}   -0.62{col 67}{space 3}0.537{col 75}{space 4}-.2997202{col 88}{space 3} .1560949
{txt}{space 28}1965  {c |}{col 35}{res}{space 2}-.1015153{col 47}{space 2} .1234905{col 58}{space 1}   -0.82{col 67}{space 3}0.411{col 75}{space 4}-.3435523{col 88}{space 3} .1405217
{txt}{space 28}1966  {c |}{col 35}{res}{space 2}-.0843719{col 47}{space 2} .1300335{col 58}{space 1}   -0.65{col 67}{space 3}0.516{col 75}{space 4}-.3392328{col 88}{space 3} .1704891
{txt}{space 28}1967  {c |}{col 35}{res}{space 2}-.1151091{col 47}{space 2} .1353298{col 58}{space 1}   -0.85{col 67}{space 3}0.395{col 75}{space 4}-.3803507{col 88}{space 3} .1501325
{txt}{space 28}1968  {c |}{col 35}{res}{space 2}-.0237273{col 47}{space 2} .1425467{col 58}{space 1}   -0.17{col 67}{space 3}0.868{col 75}{space 4}-.3031138{col 88}{space 3} .2556592
{txt}{space 28}1969  {c |}{col 35}{res}{space 2}-.0805692{col 47}{space 2} .1504994{col 58}{space 1}   -0.54{col 67}{space 3}0.592{col 75}{space 4}-.3755426{col 88}{space 3} .2144042
{txt}{space 28}1970  {c |}{col 35}{res}{space 2}-.1094855{col 47}{space 2} .1581804{col 58}{space 1}   -0.69{col 67}{space 3}0.489{col 75}{space 4}-.4195134{col 88}{space 3} .2005424
{txt}{space 28}1971  {c |}{col 35}{res}{space 2}-.0540935{col 47}{space 2} .1642345{col 58}{space 1}   -0.33{col 67}{space 3}0.742{col 75}{space 4}-.3759871{col 88}{space 3} .2678002
{txt}{space 28}1972  {c |}{col 35}{res}{space 2}-.1227513{col 47}{space 2} .1716135{col 58}{space 1}   -0.72{col 67}{space 3}0.474{col 75}{space 4}-.4591076{col 88}{space 3}  .213605
{txt}{space 28}1973  {c |}{col 35}{res}{space 2}-.0771972{col 47}{space 2} .1789701{col 58}{space 1}   -0.43{col 67}{space 3}0.666{col 75}{space 4}-.4279722{col 88}{space 3} .2735778
{txt}{space 28}1974  {c |}{col 35}{res}{space 2} -.118326{col 47}{space 2} .1856677{col 58}{space 1}   -0.64{col 67}{space 3}0.524{col 75}{space 4} -.482228{col 88}{space 3}  .245576
{txt}{space 28}1975  {c |}{col 35}{res}{space 2} -.144719{col 47}{space 2} .1941954{col 58}{space 1}   -0.75{col 67}{space 3}0.456{col 75}{space 4} -.525335{col 88}{space 3}  .235897
{txt}{space 28}1976  {c |}{col 35}{res}{space 2}-.0936137{col 47}{space 2} .2011579{col 58}{space 1}   -0.47{col 67}{space 3}0.642{col 75}{space 4}-.4878759{col 88}{space 3} .3006485
{txt}{space 28}1977  {c |}{col 35}{res}{space 2} -.103574{col 47}{space 2} .2076719{col 58}{space 1}   -0.50{col 67}{space 3}0.618{col 75}{space 4}-.5106033{col 88}{space 3} .3034554
{txt}{space 28}1978  {c |}{col 35}{res}{space 2}-.0775805{col 47}{space 2} .2157699{col 58}{space 1}   -0.36{col 67}{space 3}0.719{col 75}{space 4}-.5004818{col 88}{space 3} .3453208
{txt}{space 28}1979  {c |}{col 35}{res}{space 2} -.058661{col 47}{space 2} .2224083{col 58}{space 1}   -0.26{col 67}{space 3}0.792{col 75}{space 4}-.4945732{col 88}{space 3} .3772511
{txt}{space 28}1980  {c |}{col 35}{res}{space 2}-.1003457{col 47}{space 2} .2299714{col 58}{space 1}   -0.44{col 67}{space 3}0.663{col 75}{space 4}-.5510814{col 88}{space 3} .3503899
{txt}{space 28}1981  {c |}{col 35}{res}{space 2}-.1042019{col 47}{space 2} .2373004{col 58}{space 1}   -0.44{col 67}{space 3}0.661{col 75}{space 4}-.5693021{col 88}{space 3} .3608983
{txt}{space 28}1982  {c |}{col 35}{res}{space 2}-.0832905{col 47}{space 2} .2447148{col 58}{space 1}   -0.34{col 67}{space 3}0.734{col 75}{space 4}-.5629226{col 88}{space 3} .3963417
{txt}{space 28}1983  {c |}{col 35}{res}{space 2}-.1359612{col 47}{space 2} .2523276{col 58}{space 1}   -0.54{col 67}{space 3}0.590{col 75}{space 4}-.6305143{col 88}{space 3} .3585919
{txt}{space 28}1984  {c |}{col 35}{res}{space 2}-.1367056{col 47}{space 2} .2601369{col 58}{space 1}   -0.53{col 67}{space 3}0.599{col 75}{space 4}-.6465646{col 88}{space 3} .3731534
{txt}{space 28}1985  {c |}{col 35}{res}{space 2}-.1093168{col 47}{space 2} .2667901{col 58}{space 1}   -0.41{col 67}{space 3}0.682{col 75}{space 4}-.6322159{col 88}{space 3} .4135822
{txt}{space 28}1986  {c |}{col 35}{res}{space 2}-.1257261{col 47}{space 2} .2744467{col 58}{space 1}   -0.46{col 67}{space 3}0.647{col 75}{space 4}-.6636317{col 88}{space 3} .4121796
{txt}{space 28}1987  {c |}{col 35}{res}{space 2} -.056011{col 47}{space 2} .2816295{col 58}{space 1}   -0.20{col 67}{space 3}0.842{col 75}{space 4}-.6079947{col 88}{space 3} .4959727
{txt}{space 28}1988  {c |}{col 35}{res}{space 2}-.1759888{col 47}{space 2} .2887462{col 58}{space 1}   -0.61{col 67}{space 3}0.542{col 75}{space 4} -.741921{col 88}{space 3} .3899434
{txt}{space 28}1989  {c |}{col 35}{res}{space 2} -.135466{col 47}{space 2} .2976926{col 58}{space 1}   -0.46{col 67}{space 3}0.649{col 75}{space 4}-.7189328{col 88}{space 3} .4480008
{txt}{space 28}1990  {c |}{col 35}{res}{space 2} -.187255{col 47}{space 2} .3054902{col 58}{space 1}   -0.61{col 67}{space 3}0.540{col 75}{space 4}-.7860049{col 88}{space 3} .4114948
{txt}{space 28}1991  {c |}{col 35}{res}{space 2}-.1556428{col 47}{space 2} .3105932{col 58}{space 1}   -0.50{col 67}{space 3}0.616{col 75}{space 4}-.7643942{col 88}{space 3} .4531087
{txt}{space 28}1992  {c |}{col 35}{res}{space 2}-.1385017{col 47}{space 2} .3177617{col 58}{space 1}   -0.44{col 67}{space 3}0.663{col 75}{space 4}-.7613032{col 88}{space 3} .4842998
{txt}{space 28}1993  {c |}{col 35}{res}{space 2}-.1777437{col 47}{space 2} .3256706{col 58}{space 1}   -0.55{col 67}{space 3}0.585{col 75}{space 4}-.8160463{col 88}{space 3}  .460559
{txt}{space 28}1994  {c |}{col 35}{res}{space 2}-.1541314{col 47}{space 2} .3328071{col 58}{space 1}   -0.46{col 67}{space 3}0.643{col 75}{space 4}-.8064212{col 88}{space 3} .4981585
{txt}{space 28}1995  {c |}{col 35}{res}{space 2}-.1228462{col 47}{space 2} .3403844{col 58}{space 1}   -0.36{col 67}{space 3}0.718{col 75}{space 4}-.7899874{col 88}{space 3} .5442951
{txt}{space 28}1996  {c |}{col 35}{res}{space 2}-.1612872{col 47}{space 2} .3484668{col 58}{space 1}   -0.46{col 67}{space 3}0.643{col 75}{space 4}-.8442696{col 88}{space 3} .5216952
{txt}{space 28}1997  {c |}{col 35}{res}{space 2} -.164243{col 47}{space 2} .3546233{col 58}{space 1}   -0.46{col 67}{space 3}0.643{col 75}{space 4}-.8592918{col 88}{space 3} .5308059
{txt}{space 28}1998  {c |}{col 35}{res}{space 2}-.1454782{col 47}{space 2} .3628831{col 58}{space 1}   -0.40{col 67}{space 3}0.688{col 75}{space 4}-.8567159{col 88}{space 3} .5657596
{txt}{space 28}1999  {c |}{col 35}{res}{space 2}-.1186971{col 47}{space 2} .3698804{col 58}{space 1}   -0.32{col 67}{space 3}0.748{col 75}{space 4}-.8436493{col 88}{space 3} .6062551
{txt}{space 28}2000  {c |}{col 35}{res}{space 2}-.2241401{col 47}{space 2} .3783499{col 58}{space 1}   -0.59{col 67}{space 3}0.554{col 75}{space 4}-.9656924{col 88}{space 3} .5174121
{txt}{space 28}2001  {c |}{col 35}{res}{space 2}-.1495272{col 47}{space 2} .3863563{col 58}{space 1}   -0.39{col 67}{space 3}0.699{col 75}{space 4}-.9067717{col 88}{space 3} .6077173
{txt}{space 28}2002  {c |}{col 35}{res}{space 2}-.1879932{col 47}{space 2} .3930294{col 58}{space 1}   -0.48{col 67}{space 3}0.632{col 75}{space 4}-.9583166{col 88}{space 3} .5823303
{txt}{space 28}2003  {c |}{col 35}{res}{space 2}-.1288958{col 47}{space 2} .3998356{col 58}{space 1}   -0.32{col 67}{space 3}0.747{col 75}{space 4}-.9125591{col 88}{space 3} .6547675
{txt}{space 28}2004  {c |}{col 35}{res}{space 2}-.1059543{col 47}{space 2} .4082086{col 58}{space 1}   -0.26{col 67}{space 3}0.795{col 75}{space 4}-.9060284{col 88}{space 3} .6941199
{txt}{space 28}2005  {c |}{col 35}{res}{space 2} -.173103{col 47}{space 2} .4157805{col 58}{space 1}   -0.42{col 67}{space 3}0.677{col 75}{space 4}-.9880177{col 88}{space 3} .6418117
{txt}{space 28}2006  {c |}{col 35}{res}{space 2}-.1162982{col 47}{space 2} .4235176{col 58}{space 1}   -0.27{col 67}{space 3}0.784{col 75}{space 4}-.9463775{col 88}{space 3} .7137811
{txt}{space 28}2007  {c |}{col 35}{res}{space 2}-.1289733{col 47}{space 2} .4300485{col 58}{space 1}   -0.30{col 67}{space 3}0.764{col 75}{space 4}-.9718528{col 88}{space 3} .7139063
{txt}{space 28}2008  {c |}{col 35}{res}{space 2}-.1258689{col 47}{space 2}  .437704{col 58}{space 1}   -0.29{col 67}{space 3}0.774{col 75}{space 4}-.9837529{col 88}{space 3} .7320151
{txt}{space 28}2009  {c |}{col 35}{res}{space 2}-.1909726{col 47}{space 2} .4453435{col 58}{space 1}   -0.43{col 67}{space 3}0.668{col 75}{space 4} -1.06383{col 88}{space 3} .6818847
{txt}{space 33} {c |}
{space 29}year {c |}
{space 28}2018  {c |}{col 35}{res}{space 2} .0503351{col 47}{space 2} .0763753{col 58}{space 1}    0.66{col 67}{space 3}0.510{col 75}{space 4}-.0993576{col 88}{space 3} .2000279
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4472498{col 47}{space 2} .5091253{col 58}{space 1}    0.88{col 67}{space 3}0.380{col 75}{space 4}-.5506176{col 88}{space 3} 1.445117
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}{hline 29}{c TT}{hline 48}
{col 3}Random-effects parameters{col 30}{c |}{col 34}Estimate{col 45}Std. err.{col 59}[95% conf. interval]
{hline 29}{c +}{hline 48}
{res}BuLaYouth{txt}: Independent{col 30}{c |}
{space 17}var(2.IEdu) {c |}{res}{col 33} 1.93e-11{col 44} 2.03e-08{col 58}        0{col 70}        .
{txt}{space 17}var(3.IEdu) {c |}{res}{col 33} 4.18e-11{col 44}        .{col 58}        .{col 70}        .
{txt}{space 18}var(_cons) {c |}{res}{col 33} 2.43e-10{col 44} 1.69e-07{col 58}        0{col 70}        .
{txt}{hline 29}{c +}{hline 48}
{col 16}var(Residual){col 30}{c |}{res}{col 33} .0448408{col 44} .0011156{col 58} .0427066{col 70} .0470815
{txt}{hline 29}{c BT}{hline 48}
LR test vs. linear model:{col 27}chi2({res}3{txt}) = {res}0.00{col 59}{txt}Prob > chi2 ={col 73}{res}1.0000

{txt}{p 0 6 4}Note: {help j_mixedlr##|_new:LR test is conservative} and provided only for reference.{p_end}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,312}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, fixed portion, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}-.0277422{col 38}{space 2} .0419778{col 49}{space 1}   -0.66{col 58}{space 3}0.509{col 66}{space 4}-.1100172{col 79}{space 3} .0545329
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} .0054517{col 38}{space 2} .0328172{col 49}{space 1}    0.17{col 58}{space 3}0.868{col 66}{space 4}-.0588687{col 79}{space 3} .0697722
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}  .025315{col 38}{space 2} .0365644{col 49}{space 1}    0.69{col 58}{space 3}0.489{col 66}{space 4}-.0463499{col 79}{space 3} .0969798
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,312
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    542{txt}){col 67}= {res}     18.93
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1123
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0878
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0762
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       543{txt}{col 51}Root MSE{col 67}= {res}    0.2119

{txt}{ralign 99:(Std. err. adjusted for {res:543} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          extpeff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0112017{col 47}{space 2} .0418107{col 58}{space 1}   -0.27{col 67}{space 3}0.789{col 75}{space 4}-.0933324{col 88}{space 3} .0709291
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0627145{col 47}{space 2} .0112534{col 58}{space 1}    5.57{col 67}{space 3}0.000{col 75}{space 4} .0406089{col 88}{space 3} .0848202
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1463866{col 47}{space 2} .0123469{col 58}{space 1}   11.86{col 67}{space 3}0.000{col 75}{space 4} .1221328{col 88}{space 3} .1706403
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0027943{col 47}{space 2} .0075468{col 58}{space 1}   -0.37{col 67}{space 3}0.711{col 75}{space 4}-.0176188{col 88}{space 3} .0120301
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000157{col 47}{space 2} .0000274{col 58}{space 1}    0.57{col 67}{space 3}0.569{col 75}{space 4}-.0000382{col 88}{space 3} .0000695
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0169146{col 47}{space 2} .0076953{col 58}{space 1}   -2.20{col 67}{space 3}0.028{col 75}{space 4}-.0320309{col 88}{space 3}-.0017984
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0432313{col 47}{space 2} .0280956{col 58}{space 1}    1.54{col 67}{space 3}0.124{col 75}{space 4}-.0119583{col 88}{space 3} .0984208
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0074875{col 47}{space 2} .0107185{col 58}{space 1}    0.70{col 67}{space 3}0.485{col 75}{space 4}-.0135674{col 88}{space 3} .0285425
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0263561{col 47}{space 2} .0168099{col 58}{space 1}    1.57{col 67}{space 3}0.117{col 75}{space 4}-.0066645{col 88}{space 3} .0593768
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0160283{col 47}{space 2} .0137053{col 58}{space 1}    1.17{col 67}{space 3}0.243{col 75}{space 4}-.0108937{col 88}{space 3} .0429504
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0127414{col 47}{space 2}  .019285{col 58}{space 1}    0.66{col 67}{space 3}0.509{col 75}{space 4}-.0251412{col 88}{space 3} .0506239
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2} 1.66e-08{col 47}{space 2} 3.73e-08{col 58}{space 1}    0.45{col 67}{space 3}0.656{col 75}{space 4}-5.66e-08{col 88}{space 3} 8.99e-08
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}  .000082{col 47}{space 2} .0001335{col 58}{space 1}    0.61{col 67}{space 3}0.539{col 75}{space 4}-.0001802{col 88}{space 3} .0003442
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0086855{col 47}{space 2} .0513803{col 58}{space 1}    0.17{col 67}{space 3}0.866{col 75}{space 4}-.0922433{col 88}{space 3} .1096144
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0325149{col 47}{space 2} .0514486{col 58}{space 1}    0.63{col 67}{space 3}0.528{col 75}{space 4}-.0685482{col 88}{space 3}  .133578
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .3612472{col 47}{space 2} .3274962{col 58}{space 1}    1.10{col 67}{space 3}0.270{col 75}{space 4}-.2820701{col 88}{space 3} 1.004565
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,312}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}-.0112017{col 38}{space 2} .0418107{col 49}{space 1}   -0.27{col 58}{space 3}0.789{col 66}{space 4} -.093149{col 79}{space 3} .0707457
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0025161{col 38}{space 2} .0342938{col 49}{space 1}   -0.07{col 58}{space 3}0.942{col 66}{space 4}-.0697307{col 79}{space 3} .0646985
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0213132{col 38}{space 2} .0346354{col 49}{space 1}    0.62{col 58}{space 3}0.538{col 66}{space 4}-.0465708{col 79}{space 3} .0891973
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 8 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,312
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    542{txt}){col 67}= {res}     18.90
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1152
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0865
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0765
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       543{txt}{col 51}Root MSE{col 67}= {res}    0.2120

{txt}{ralign 99:(Std. err. adjusted for {res:543} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          extpeff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0542511{col 47}{space 2} .0526138{col 58}{space 1}   -1.03{col 67}{space 3}0.303{col 75}{space 4}-.1576031{col 88}{space 3} .0491008
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0626714{col 47}{space 2} .0113167{col 58}{space 1}    5.54{col 67}{space 3}0.000{col 75}{space 4} .0404414{col 88}{space 3} .0849014
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1461358{col 47}{space 2} .0124297{col 58}{space 1}   11.76{col 67}{space 3}0.000{col 75}{space 4} .1217194{col 88}{space 3} .1705522
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0072568{col 47}{space 2} .0107549{col 58}{space 1}    0.67{col 67}{space 3}0.500{col 75}{space 4}-.0138697{col 88}{space 3} .0283832
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0254404{col 47}{space 2} .0168228{col 58}{space 1}    1.51{col 67}{space 3}0.131{col 75}{space 4}-.0076054{col 88}{space 3} .0584862
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0154298{col 47}{space 2} .0138064{col 58}{space 1}    1.12{col 67}{space 3}0.264{col 75}{space 4}-.0116908{col 88}{space 3} .0425504
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0137551{col 47}{space 2} .0193543{col 58}{space 1}    0.71{col 67}{space 3}0.478{col 75}{space 4}-.0242636{col 88}{space 3} .0517739
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0025494{col 47}{space 2}  .007569{col 58}{space 1}   -0.34{col 67}{space 3}0.736{col 75}{space 4}-.0174176{col 88}{space 3} .0123189
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000169{col 47}{space 2} .0000276{col 58}{space 1}    0.61{col 67}{space 3}0.542{col 75}{space 4}-.0000374{col 88}{space 3} .0000711
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0172604{col 47}{space 2} .0077273{col 58}{space 1}   -2.23{col 67}{space 3}0.026{col 75}{space 4}-.0324395{col 88}{space 3}-.0020813
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .045759{col 47}{space 2} .0286355{col 58}{space 1}    1.60{col 67}{space 3}0.111{col 75}{space 4}-.0104912{col 88}{space 3} .1020091
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.69e-09{col 47}{space 2} 8.09e-08{col 58}{space 1}    0.07{col 67}{space 3}0.944{col 75}{space 4}-1.53e-07{col 88}{space 3} 1.65e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0001045{col 47}{space 2} .0001614{col 58}{space 1}    0.65{col 67}{space 3}0.518{col 75}{space 4}-.0002125{col 88}{space 3} .0004214
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0119659{col 47}{space 2} .0524188{col 58}{space 1}    0.23{col 67}{space 3}0.820{col 75}{space 4}-.0910029{col 88}{space 3} .1149347
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0371685{col 47}{space 2} .0521509{col 58}{space 1}    0.71{col 67}{space 3}0.476{col 75}{space 4}-.0652741{col 88}{space 3} .1396112
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .3443582{col 47}{space 2} .3282926{col 58}{space 1}    1.05{col 67}{space 3}0.295{col 75}{space 4}-.3005234{col 88}{space 3} .9892399
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 28}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}                Absorbed FE{col 29}{c |} Categories{col 42} - Redundant{col 54}  = Num. Coefs{col 69}{c |}
{res}{col 1}{text}{hline 28}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}             year_secschool{col 29}{c |}{space 1}       60{col 42}{space 1}        0{col 54}{result}{space 1}       60{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                       year{col 29}{c |}{space 1}        2{col 42}{space 1}        1{col 54}{result}{space 1}        1{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                  BuLaYouth{col 29}{c |}{space 1}       15{col 42}{space 1}        1{col 54}{result}{space 1}       14{col 68}{text}?{col 69}{c |}
{res}{col 1}{text} BuLaYouth#c.year_secschool{col 29}{c |}{space 1}       15{col 42}{space 1}        0{col 54}{result}{space 1}       15{col 68}{text}?{col 69}{c |}
{res}{col 1}{text}{hline 28}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,312}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}-.0542511{col 38}{space 2} .0526138{col 49}{space 1}   -1.03{col 58}{space 3}0.302{col 66}{space 4}-.1573723{col 79}{space 3}   .04887
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0422853{col 38}{space 2} .0446544{col 49}{space 1}   -0.95{col 58}{space 3}0.344{col 66}{space 4}-.1298063{col 79}{space 3} .0452358
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0170826{col 38}{space 2} .0444235{col 49}{space 1}   -0.38{col 58}{space 3}0.701{col 66}{space 4} -.104151{col 79}{space 3} .0699858
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,312
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    542{txt}){col 67}= {res}     15.97
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1108
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0888
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0810
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       543{txt}{col 51}Root MSE{col 67}= {res}    0.2117

{txt}{ralign 99:(Std. err. adjusted for {res:543} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          extpeff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0916417{col 47}{space 2} .0619238{col 58}{space 1}   -1.48{col 67}{space 3}0.139{col 75}{space 4}-.2132817{col 88}{space 3} .0299983
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0306626{col 47}{space 2} .0466796{col 58}{space 1}   -0.66{col 67}{space 3}0.512{col 75}{space 4}-.1223577{col 88}{space 3} .0610325
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0442573{col 47}{space 2} .0130763{col 58}{space 1}    3.38{col 67}{space 3}0.001{col 75}{space 4} .0185709{col 88}{space 3} .0699438
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1252871{col 47}{space 2} .0161443{col 58}{space 1}    7.76{col 67}{space 3}0.000{col 75}{space 4} .0935741{col 88}{space 3} .1570002
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0050477{col 47}{space 2} .0105846{col 58}{space 1}    0.48{col 67}{space 3}0.634{col 75}{space 4} -.015744{col 88}{space 3} .0258395
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0256135{col 47}{space 2} .0167634{col 58}{space 1}    1.53{col 67}{space 3}0.127{col 75}{space 4}-.0073158{col 88}{space 3} .0585427
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0171641{col 47}{space 2} .0136719{col 58}{space 1}    1.26{col 67}{space 3}0.210{col 75}{space 4}-.0096922{col 88}{space 3} .0440205
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0136679{col 47}{space 2} .0192073{col 58}{space 1}    0.71{col 67}{space 3}0.477{col 75}{space 4} -.024062{col 88}{space 3} .0513977
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0025573{col 47}{space 2} .0075587{col 58}{space 1}   -0.34{col 67}{space 3}0.735{col 75}{space 4}-.0174053{col 88}{space 3} .0122908
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000167{col 47}{space 2} .0000273{col 58}{space 1}    0.61{col 67}{space 3}0.541{col 75}{space 4}-.0000369{col 88}{space 3} .0000702
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0160918{col 47}{space 2} .0076452{col 58}{space 1}   -2.10{col 67}{space 3}0.036{col 75}{space 4}-.0311098{col 88}{space 3}-.0010739
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}   .04353{col 47}{space 2} .0278053{col 58}{space 1}    1.57{col 67}{space 3}0.118{col 75}{space 4}-.0110893{col 88}{space 3} .0981494
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0896423{col 47}{space 2} .0482466{col 58}{space 1}    1.86{col 67}{space 3}0.064{col 75}{space 4}-.0051309{col 88}{space 3} .1844156
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1048354{col 47}{space 2}  .052324{col 58}{space 1}    2.00{col 67}{space 3}0.046{col 75}{space 4} .0020526{col 88}{space 3} .2076181
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0330577{col 47}{space 2} .0544671{col 58}{space 1}    0.61{col 67}{space 3}0.544{col 75}{space 4}-.0739348{col 88}{space 3} .1400503
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0524722{col 47}{space 2} .0536399{col 58}{space 1}    0.98{col 67}{space 3}0.328{col 75}{space 4}-.0528954{col 88}{space 3} .1578398
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 8.44e-08{col 47}{space 2} 2.82e-08{col 58}{space 1}    2.99{col 67}{space 3}0.003{col 75}{space 4} 2.90e-08{col 88}{space 3} 1.40e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.97e-08{col 47}{space 2} 3.55e-08{col 58}{space 1}    1.12{col 67}{space 3}0.263{col 75}{space 4}-2.99e-08{col 88}{space 3} 1.09e-07
{txt}{space 23}B_leftvote {c |}{col 35}{res}{space 2}-.0013815{col 47}{space 2} .0014937{col 58}{space 1}   -0.92{col 67}{space 3}0.355{col 75}{space 4}-.0043156{col 88}{space 3} .0015526
{txt}{space 23}W_leftvote {c |}{col 35}{res}{space 2} .0001317{col 47}{space 2}  .001017{col 58}{space 1}    0.13{col 67}{space 3}0.897{col 75}{space 4} -.001866{col 88}{space 3} .0021293
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .4041431{col 47}{space 2} .3311778{col 58}{space 1}    1.22{col 67}{space 3}0.223{col 75}{space 4}-.2464062{col 88}{space 3} 1.054692
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,312}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}-.0306626{col 38}{space 2} .0466796{col 49}{space 1}   -0.66{col 58}{space 3}0.511{col 66}{space 4}-.1221529{col 79}{space 3} .0608277
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} .0023951{col 38}{space 2} .0340233{col 49}{space 1}    0.07{col 58}{space 3}0.944{col 66}{space 4}-.0642893{col 79}{space 3} .0690795
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0218096{col 38}{space 2} .0346127{col 49}{space 1}    0.63{col 58}{space 3}0.529{col 66}{space 4}-.0460301{col 79}{space 3} .0896493
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Performing EM optimization ...
{res}
{txt}Performing gradient-based optimization: 
{res}{txt}Iteration 0:{space 2}Log restricted-likelihood = {res: 181.39102}  
Iteration 1:{space 2}Log restricted-likelihood = {res: 181.98529}  
Iteration 2:{space 2}Log restricted-likelihood = {res: 182.36224}  
Iteration 3:{space 2}Log restricted-likelihood = {res: 182.42635}  
Iteration 4:{space 2}Log restricted-likelihood = {res: 182.42714}  
Iteration 5:{space 2}Log restricted-likelihood = {res: 182.42714}  
{res}
{txt}Computing standard errors ...
{res}
{txt}Mixed-effects REML regression{col 54}Number of obs{col 70} = {res} 3,202
{txt}Group variable: {res}BuLaYouth{col 54}{txt}Number of groups{col 70} = {res}    15
{txt}{col 54}Obs per group:
{col 67}min = {res}    31
{txt}{col 67}avg = {res} 213.5
{txt}{col 67}max = {res}   755
{col 54}{txt}Wald chi2({res}80{txt}){col 70} = {res}337.18
{txt}Log restricted-likelihood = {res} 182.42714{col 54}{txt}Prob > chi2{col 70} = {res}0.0000

{txt}{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}                          extpeff{col 35}{c |} Coefficient{col 47}  Std. err.{col 59}      z{col 67}   P>|z|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0197636{col 47}{space 2} .0510497{col 58}{space 1}   -0.39{col 67}{space 3}0.699{col 75}{space 4}-.1198191{col 88}{space 3}  .080292
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0144481{col 47}{space 2} .0485693{col 58}{space 1}    0.30{col 67}{space 3}0.766{col 75}{space 4}-.0807459{col 88}{space 3} .1096421
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0006669{col 47}{space 2} .0186726{col 58}{space 1}   -0.04{col 67}{space 3}0.972{col 75}{space 4}-.0372646{col 88}{space 3} .0359308
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1224433{col 47}{space 2} .0210715{col 58}{space 1}    5.81{col 67}{space 3}0.000{col 75}{space 4}  .081144{col 88}{space 3} .1637426
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0028872{col 47}{space 2}  .008037{col 58}{space 1}   -0.36{col 67}{space 3}0.719{col 75}{space 4}-.0186394{col 88}{space 3}  .012865
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000345{col 47}{space 2} .0000289{col 58}{space 1}    1.19{col 67}{space 3}0.233{col 75}{space 4}-.0000222{col 88}{space 3} .0000911
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2} -.008996{col 47}{space 2} .0076854{col 58}{space 1}   -1.17{col 67}{space 3}0.242{col 75}{space 4}-.0240591{col 88}{space 3} .0060671
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0481472{col 47}{space 2} .0273654{col 58}{space 1}    1.76{col 67}{space 3}0.079{col 75}{space 4}-.0054881{col 88}{space 3} .1017825
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0200843{col 47}{space 2} .0103501{col 58}{space 1}    1.94{col 67}{space 3}0.052{col 75}{space 4}-.0002015{col 88}{space 3} .0403702
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0518226{col 47}{space 2} .0159668{col 58}{space 1}    3.25{col 67}{space 3}0.001{col 75}{space 4} .0205282{col 88}{space 3}  .083117
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0228125{col 47}{space 2} .0130393{col 58}{space 1}    1.75{col 67}{space 3}0.080{col 75}{space 4} -.002744{col 88}{space 3}  .048369
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0169813{col 47}{space 2} .0193323{col 58}{space 1}    0.88{col 67}{space 3}0.380{col 75}{space 4}-.0209093{col 88}{space 3} .0548719
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 8.17e-08{col 47}{space 2} 3.72e-08{col 58}{space 1}    2.19{col 67}{space 3}0.028{col 75}{space 4} 8.66e-09{col 88}{space 3} 1.55e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 4.77e-08{col 47}{space 2} 4.04e-08{col 58}{space 1}    1.18{col 67}{space 3}0.238{col 75}{space 4}-3.15e-08{col 88}{space 3} 1.27e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0000422{col 47}{space 2} .0003075{col 58}{space 1}    0.14{col 67}{space 3}0.891{col 75}{space 4}-.0005604{col 88}{space 3} .0006448
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000413{col 47}{space 2} .0001457{col 58}{space 1}    0.28{col 67}{space 3}0.777{col 75}{space 4}-.0002442{col 88}{space 3} .0003268
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0148575{col 47}{space 2} .0515757{col 58}{space 1}   -0.29{col 67}{space 3}0.773{col 75}{space 4} -.115944{col 88}{space 3}  .086229
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0712044{col 47}{space 2} .0603065{col 58}{space 1}   -1.18{col 67}{space 3}0.238{col 75}{space 4} -.189403{col 88}{space 3} .0469942
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0128248{col 47}{space 2} .0506252{col 58}{space 1}   -0.25{col 67}{space 3}0.800{col 75}{space 4}-.1120483{col 88}{space 3} .0863988
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0280844{col 47}{space 2} .0573059{col 58}{space 1}    0.49{col 67}{space 3}0.624{col 75}{space 4}-.0842332{col 88}{space 3}  .140402
{txt}{space 33} {c |}
{space 19}year_secschool {c |}
{space 28}1951  {c |}{col 35}{res}{space 2}-.0341469{col 47}{space 2} .0503317{col 58}{space 1}   -0.68{col 67}{space 3}0.497{col 75}{space 4}-.1327952{col 88}{space 3} .0645014
{txt}{space 28}1952  {c |}{col 35}{res}{space 2}-.0573804{col 47}{space 2} .0520178{col 58}{space 1}   -1.10{col 67}{space 3}0.270{col 75}{space 4}-.1593333{col 88}{space 3} .0445725
{txt}{space 28}1953  {c |}{col 35}{res}{space 2}-.0531972{col 47}{space 2} .0521689{col 58}{space 1}   -1.02{col 67}{space 3}0.308{col 75}{space 4}-.1554464{col 88}{space 3}  .049052
{txt}{space 28}1954  {c |}{col 35}{res}{space 2}-.0631558{col 47}{space 2} .0572208{col 58}{space 1}   -1.10{col 67}{space 3}0.270{col 75}{space 4}-.1753065{col 88}{space 3} .0489949
{txt}{space 28}1955  {c |}{col 35}{res}{space 2}-.1014236{col 47}{space 2} .0633329{col 58}{space 1}   -1.60{col 67}{space 3}0.109{col 75}{space 4}-.2255539{col 88}{space 3} .0227066
{txt}{space 28}1956  {c |}{col 35}{res}{space 2}-.0029626{col 47}{space 2} .0723185{col 58}{space 1}   -0.04{col 67}{space 3}0.967{col 75}{space 4}-.1447042{col 88}{space 3}  .138779
{txt}{space 28}1957  {c |}{col 35}{res}{space 2}-.0472044{col 47}{space 2} .0724852{col 58}{space 1}   -0.65{col 67}{space 3}0.515{col 75}{space 4}-.1892727{col 88}{space 3}  .094864
{txt}{space 28}1958  {c |}{col 35}{res}{space 2}-.0622843{col 47}{space 2} .0784101{col 58}{space 1}   -0.79{col 67}{space 3}0.427{col 75}{space 4}-.2159654{col 88}{space 3} .0913968
{txt}{space 28}1959  {c |}{col 35}{res}{space 2}-.0375155{col 47}{space 2}  .084024{col 58}{space 1}   -0.45{col 67}{space 3}0.655{col 75}{space 4}-.2021994{col 88}{space 3} .1271685
{txt}{space 28}1960  {c |}{col 35}{res}{space 2}-.0637434{col 47}{space 2} .0901785{col 58}{space 1}   -0.71{col 67}{space 3}0.480{col 75}{space 4}-.2404901{col 88}{space 3} .1130033
{txt}{space 28}1961  {c |}{col 35}{res}{space 2}-.0394683{col 47}{space 2} .0967949{col 58}{space 1}   -0.41{col 67}{space 3}0.683{col 75}{space 4}-.2291828{col 88}{space 3} .1502461
{txt}{space 28}1962  {c |}{col 35}{res}{space 2}-.0637212{col 47}{space 2} .1047662{col 58}{space 1}   -0.61{col 67}{space 3}0.543{col 75}{space 4}-.2690591{col 88}{space 3} .1416167
{txt}{space 28}1963  {c |}{col 35}{res}{space 2}-.0788954{col 47}{space 2} .1110596{col 58}{space 1}   -0.71{col 67}{space 3}0.477{col 75}{space 4}-.2965683{col 88}{space 3} .1387775
{txt}{space 28}1964  {c |}{col 35}{res}{space 2}-.0377726{col 47}{space 2} .1197149{col 58}{space 1}   -0.32{col 67}{space 3}0.752{col 75}{space 4}-.2724095{col 88}{space 3} .1968643
{txt}{space 28}1965  {c |}{col 35}{res}{space 2}-.0657161{col 47}{space 2} .1263988{col 58}{space 1}   -0.52{col 67}{space 3}0.603{col 75}{space 4}-.3134533{col 88}{space 3} .1820211
{txt}{space 28}1966  {c |}{col 35}{res}{space 2}-.0298371{col 47}{space 2} .1332708{col 58}{space 1}   -0.22{col 67}{space 3}0.823{col 75}{space 4}-.2910432{col 88}{space 3} .2313689
{txt}{space 28}1967  {c |}{col 35}{res}{space 2}-.0701182{col 47}{space 2} .1385981{col 58}{space 1}   -0.51{col 67}{space 3}0.613{col 75}{space 4}-.3417655{col 88}{space 3} .2015292
{txt}{space 28}1968  {c |}{col 35}{res}{space 2} .0172876{col 47}{space 2} .1460704{col 58}{space 1}    0.12{col 67}{space 3}0.906{col 75}{space 4}-.2690051{col 88}{space 3} .3035804
{txt}{space 28}1969  {c |}{col 35}{res}{space 2}-.0436405{col 47}{space 2} .1541113{col 58}{space 1}   -0.28{col 67}{space 3}0.777{col 75}{space 4}-.3456932{col 88}{space 3} .2584121
{txt}{space 28}1970  {c |}{col 35}{res}{space 2}-.0562175{col 47}{space 2} .1620908{col 58}{space 1}   -0.35{col 67}{space 3}0.729{col 75}{space 4}-.3739096{col 88}{space 3} .2614746
{txt}{space 28}1971  {c |}{col 35}{res}{space 2}-.0074841{col 47}{space 2} .1682776{col 58}{space 1}   -0.04{col 67}{space 3}0.965{col 75}{space 4}-.3373021{col 88}{space 3} .3223339
{txt}{space 28}1972  {c |}{col 35}{res}{space 2}-.0561653{col 47}{space 2} .1757642{col 58}{space 1}   -0.32{col 67}{space 3}0.749{col 75}{space 4}-.4006568{col 88}{space 3} .2883261
{txt}{space 28}1973  {c |}{col 35}{res}{space 2}  -.01319{col 47}{space 2} .1832906{col 58}{space 1}   -0.07{col 67}{space 3}0.943{col 75}{space 4} -.372433{col 88}{space 3}  .346053
{txt}{space 28}1974  {c |}{col 35}{res}{space 2}-.0594277{col 47}{space 2} .1901031{col 58}{space 1}   -0.31{col 67}{space 3}0.755{col 75}{space 4}-.4320229{col 88}{space 3} .3131674
{txt}{space 28}1975  {c |}{col 35}{res}{space 2}-.0928146{col 47}{space 2}  .198785{col 58}{space 1}   -0.47{col 67}{space 3}0.641{col 75}{space 4} -.482426{col 88}{space 3} .2967969
{txt}{space 28}1976  {c |}{col 35}{res}{space 2} -.029748{col 47}{space 2} .2059459{col 58}{space 1}   -0.14{col 67}{space 3}0.885{col 75}{space 4}-.4333945{col 88}{space 3} .3738985
{txt}{space 28}1977  {c |}{col 35}{res}{space 2}-.0442582{col 47}{space 2}  .212745{col 58}{space 1}   -0.21{col 67}{space 3}0.835{col 75}{space 4}-.4612307{col 88}{space 3} .3727143
{txt}{space 28}1978  {c |}{col 35}{res}{space 2}-.0108153{col 47}{space 2} .2209437{col 58}{space 1}   -0.05{col 67}{space 3}0.961{col 75}{space 4} -.443857{col 88}{space 3} .4222264
{txt}{space 28}1979  {c |}{col 35}{res}{space 2} .0102719{col 47}{space 2} .2277745{col 58}{space 1}    0.05{col 67}{space 3}0.964{col 75}{space 4}-.4361579{col 88}{space 3} .4567018
{txt}{space 28}1980  {c |}{col 35}{res}{space 2}-.0384849{col 47}{space 2} .2353328{col 58}{space 1}   -0.16{col 67}{space 3}0.870{col 75}{space 4}-.4997287{col 88}{space 3} .4227588
{txt}{space 28}1981  {c |}{col 35}{res}{space 2}-.0353982{col 47}{space 2} .2428396{col 58}{space 1}   -0.15{col 67}{space 3}0.884{col 75}{space 4}-.5113551{col 88}{space 3} .4405586
{txt}{space 28}1982  {c |}{col 35}{res}{space 2}-.0118893{col 47}{space 2} .2505005{col 58}{space 1}   -0.05{col 67}{space 3}0.962{col 75}{space 4}-.5028612{col 88}{space 3} .4790826
{txt}{space 28}1983  {c |}{col 35}{res}{space 2}-.0543576{col 47}{space 2} .2584976{col 58}{space 1}   -0.21{col 67}{space 3}0.833{col 75}{space 4}-.5610036{col 88}{space 3} .4522883
{txt}{space 28}1984  {c |}{col 35}{res}{space 2}-.0645222{col 47}{space 2} .2664998{col 58}{space 1}   -0.24{col 67}{space 3}0.809{col 75}{space 4}-.5868522{col 88}{space 3} .4578078
{txt}{space 28}1985  {c |}{col 35}{res}{space 2}-.0402774{col 47}{space 2} .2731088{col 58}{space 1}   -0.15{col 67}{space 3}0.883{col 75}{space 4}-.5755608{col 88}{space 3}  .495006
{txt}{space 28}1986  {c |}{col 35}{res}{space 2}-.0424949{col 47}{space 2} .2811499{col 58}{space 1}   -0.15{col 67}{space 3}0.880{col 75}{space 4}-.5935385{col 88}{space 3} .5085487
{txt}{space 28}1987  {c |}{col 35}{res}{space 2}  .016372{col 47}{space 2}  .288231{col 58}{space 1}    0.06{col 67}{space 3}0.955{col 75}{space 4}-.5485503{col 88}{space 3} .5812944
{txt}{space 28}1988  {c |}{col 35}{res}{space 2}-.0868959{col 47}{space 2} .2958998{col 58}{space 1}   -0.29{col 67}{space 3}0.769{col 75}{space 4}-.6668489{col 88}{space 3} .4930572
{txt}{space 28}1989  {c |}{col 35}{res}{space 2}-.0722011{col 47}{space 2} .3047518{col 58}{space 1}   -0.24{col 67}{space 3}0.813{col 75}{space 4}-.6695036{col 88}{space 3} .5251013
{txt}{space 28}1990  {c |}{col 35}{res}{space 2}-.1090406{col 47}{space 2} .3127661{col 58}{space 1}   -0.35{col 67}{space 3}0.727{col 75}{space 4}-.7220509{col 88}{space 3} .5039698
{txt}{space 28}1991  {c |}{col 35}{res}{space 2}-.0691205{col 47}{space 2}  .317902{col 58}{space 1}   -0.22{col 67}{space 3}0.828{col 75}{space 4} -.692197{col 88}{space 3} .5539561
{txt}{space 28}1992  {c |}{col 35}{res}{space 2}-.0521713{col 47}{space 2} .3252328{col 58}{space 1}   -0.16{col 67}{space 3}0.873{col 75}{space 4}-.6896159{col 88}{space 3} .5852734
{txt}{space 28}1993  {c |}{col 35}{res}{space 2}-.0890047{col 47}{space 2} .3335339{col 58}{space 1}   -0.27{col 67}{space 3}0.790{col 75}{space 4}-.7427192{col 88}{space 3} .5647097
{txt}{space 28}1994  {c |}{col 35}{res}{space 2}-.0478317{col 47}{space 2} .3407329{col 58}{space 1}   -0.14{col 67}{space 3}0.888{col 75}{space 4}-.7156559{col 88}{space 3} .6199925
{txt}{space 28}1995  {c |}{col 35}{res}{space 2}-.0154298{col 47}{space 2} .3483451{col 58}{space 1}   -0.04{col 67}{space 3}0.965{col 75}{space 4}-.6981737{col 88}{space 3}  .667314
{txt}{space 28}1996  {c |}{col 35}{res}{space 2}-.0674144{col 47}{space 2} .3565569{col 58}{space 1}   -0.19{col 67}{space 3}0.850{col 75}{space 4}-.7662531{col 88}{space 3} .6314244
{txt}{space 28}1997  {c |}{col 35}{res}{space 2}-.0694878{col 47}{space 2}  .363022{col 58}{space 1}   -0.19{col 67}{space 3}0.848{col 75}{space 4}-.7809978{col 88}{space 3} .6420222
{txt}{space 28}1998  {c |}{col 35}{res}{space 2}-.0564248{col 47}{space 2} .3713805{col 58}{space 1}   -0.15{col 67}{space 3}0.879{col 75}{space 4}-.7843173{col 88}{space 3} .6714677
{txt}{space 28}1999  {c |}{col 35}{res}{space 2}-.0230135{col 47}{space 2} .3785125{col 58}{space 1}   -0.06{col 67}{space 3}0.952{col 75}{space 4}-.7648843{col 88}{space 3} .7188574
{txt}{space 28}2000  {c |}{col 35}{res}{space 2}-.1306179{col 47}{space 2}  .387171{col 58}{space 1}   -0.34{col 67}{space 3}0.736{col 75}{space 4}-.8894591{col 88}{space 3} .6282233
{txt}{space 28}2001  {c |}{col 35}{res}{space 2}-.0509607{col 47}{space 2} .3956044{col 58}{space 1}   -0.13{col 67}{space 3}0.898{col 75}{space 4}-.8263312{col 88}{space 3} .7244097
{txt}{space 28}2002  {c |}{col 35}{res}{space 2} -.084499{col 47}{space 2} .4023622{col 58}{space 1}   -0.21{col 67}{space 3}0.834{col 75}{space 4}-.8731143{col 88}{space 3} .7041164
{txt}{space 28}2003  {c |}{col 35}{res}{space 2}-.0161333{col 47}{space 2} .4092084{col 58}{space 1}   -0.04{col 67}{space 3}0.969{col 75}{space 4} -.818167{col 88}{space 3} .7859004
{txt}{space 28}2004  {c |}{col 35}{res}{space 2} .0103849{col 47}{space 2} .4177587{col 58}{space 1}    0.02{col 67}{space 3}0.980{col 75}{space 4}-.8084071{col 88}{space 3} .8291769
{txt}{space 28}2005  {c |}{col 35}{res}{space 2}-.0371675{col 47}{space 2} .4255048{col 58}{space 1}   -0.09{col 67}{space 3}0.930{col 75}{space 4}-.8711415{col 88}{space 3} .7968065
{txt}{space 28}2006  {c |}{col 35}{res}{space 2} .0217481{col 47}{space 2} .4334774{col 58}{space 1}    0.05{col 67}{space 3}0.960{col 75}{space 4} -.827852{col 88}{space 3} .8713482
{txt}{space 28}2007  {c |}{col 35}{res}{space 2} .0278025{col 47}{space 2} .4402071{col 58}{space 1}    0.06{col 67}{space 3}0.950{col 75}{space 4}-.8349875{col 88}{space 3} .8905926
{txt}{space 28}2008  {c |}{col 35}{res}{space 2}  .001707{col 47}{space 2} .4479471{col 58}{space 1}    0.00{col 67}{space 3}0.997{col 75}{space 4}-.8762531{col 88}{space 3} .8796671
{txt}{space 28}2009  {c |}{col 35}{res}{space 2}-.0599153{col 47}{space 2} .4558609{col 58}{space 1}   -0.13{col 67}{space 3}0.895{col 75}{space 4}-.9533862{col 88}{space 3} .8335556
{txt}{space 33} {c |}
{space 29}year {c |}
{space 28}2018  {c |}{col 35}{res}{space 2} .0323503{col 47}{space 2}  .078147{col 58}{space 1}    0.41{col 67}{space 3}0.679{col 75}{space 4}-.1208151{col 88}{space 3} .1855156
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .3621938{col 47}{space 2} .5211743{col 58}{space 1}    0.69{col 67}{space 3}0.487{col 75}{space 4} -.659289{col 88}{space 3} 1.383677
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}{hline 29}{c TT}{hline 48}
{col 3}Random-effects parameters{col 30}{c |}{col 34}Estimate{col 45}Std. err.{col 59}[95% conf. interval]
{hline 29}{c +}{hline 48}
{res}BuLaYouth{txt}: Independent{col 30}{c |}
{space 14}var(2.edu3cat) {c |}{res}{col 33} .0000633{col 44} .0003727{col 58} 6.17e-10{col 70} 6.493631
{txt}{space 14}var(3.edu3cat) {c |}{res}{col 33} 4.78e-16{col 44} 2.32e-08{col 58}        0{col 70}        .
{txt}{space 18}var(_cons) {c |}{res}{col 33} 6.92e-14{col 44} 1.45e-10{col 58}        0{col 70}        .
{txt}{hline 29}{c +}{hline 48}
{col 16}var(Residual){col 30}{c |}{res}{col 33} .0454668{col 44} .0011557{col 58} .0432571{col 70} .0477894
{txt}{hline 29}{c BT}{hline 48}
LR test vs. linear model:{col 27}chi2({res}3{txt}) = {res}0.03{col 59}{txt}Prob > chi2 ={col 73}{res}0.9984

{txt}{p 0 6 4}Note: {help j_mixedlr##|_new:LR test is conservative} and provided only for reference.{p_end}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,202}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, fixed portion, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0144481{col 38}{space 2} .0485693{col 49}{space 1}    0.30{col 58}{space 3}0.766{col 66}{space 4}-.0807459{col 79}{space 3} .1096421
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0016233{col 38}{space 2} .0307745{col 49}{space 1}    0.05{col 58}{space 3}0.958{col 66}{space 4}-.0586935{col 79}{space 3} .0619402
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} .0425325{col 38}{space 2} .0410837{col 49}{space 1}    1.04{col 58}{space 3}0.301{col 66}{space 4}-.0379901{col 79}{space 3} .1230551
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 7 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,202
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    540{txt}){col 67}= {res}     14.33
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1034
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0778
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0647
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       541{txt}{col 51}Root MSE{col 67}= {res}    0.2133

{txt}{ralign 99:(Std. err. adjusted for {res:541} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          extpeff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2}  .003524{col 47}{space 2} .0488711{col 58}{space 1}    0.07{col 67}{space 3}0.943{col 75}{space 4}-.0924768{col 88}{space 3} .0995248
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0041368{col 47}{space 2} .0131064{col 58}{space 1}   -0.32{col 67}{space 3}0.752{col 75}{space 4}-.0298826{col 88}{space 3} .0216089
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1029452{col 47}{space 2} .0144354{col 58}{space 1}    7.13{col 67}{space 3}0.000{col 75}{space 4} .0745889{col 88}{space 3} .1313016
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0032628{col 47}{space 2}  .007824{col 58}{space 1}   -0.42{col 67}{space 3}0.677{col 75}{space 4}-.0186321{col 88}{space 3} .0121065
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000365{col 47}{space 2} .0000277{col 58}{space 1}    1.31{col 67}{space 3}0.189{col 75}{space 4} -.000018{col 88}{space 3} .0000909
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0095685{col 47}{space 2} .0080139{col 58}{space 1}   -1.19{col 67}{space 3}0.233{col 75}{space 4}-.0253107{col 88}{space 3} .0061736
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0487132{col 47}{space 2} .0285976{col 58}{space 1}    1.70{col 67}{space 3}0.089{col 75}{space 4} -.007463{col 88}{space 3} .1048894
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0221999{col 47}{space 2} .0107564{col 58}{space 1}    2.06{col 67}{space 3}0.040{col 75}{space 4} .0010703{col 88}{space 3} .0433294
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0520196{col 47}{space 2}   .01639{col 58}{space 1}    3.17{col 67}{space 3}0.002{col 75}{space 4} .0198236{col 88}{space 3} .0842156
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0230989{col 47}{space 2} .0137528{col 58}{space 1}    1.68{col 67}{space 3}0.094{col 75}{space 4}-.0039166{col 88}{space 3} .0501145
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0175963{col 47}{space 2} .0195778{col 58}{space 1}    0.90{col 67}{space 3}0.369{col 75}{space 4}-.0208618{col 88}{space 3} .0560543
{txt}{space 33} {c |}
{space 28}W_alo {c |}{col 35}{res}{space 2} 2.80e-08{col 47}{space 2} 3.87e-08{col 58}{space 1}    0.72{col 67}{space 3}0.470{col 75}{space 4}-4.81e-08{col 88}{space 3} 1.04e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}   .00008{col 47}{space 2} .0001363{col 58}{space 1}    0.59{col 67}{space 3}0.557{col 75}{space 4}-.0001878{col 88}{space 3} .0003478
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0133486{col 47}{space 2} .0535458{col 58}{space 1}   -0.25{col 67}{space 3}0.803{col 75}{space 4}-.1185322{col 88}{space 3} .0918349
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0337019{col 47}{space 2} .0578615{col 58}{space 1}    0.58{col 67}{space 3}0.561{col 75}{space 4}-.0799593{col 88}{space 3} .1473631
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .3619048{col 47}{space 2} .3381213{col 58}{space 1}    1.07{col 67}{space 3}0.285{col 75}{space 4}-.3022894{col 88}{space 3} 1.026099
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}      BuLaYouth{col 17}{c |}{space 1}       15{col 30}{space 1}        1{col 42}{result}{space 1}       14{col 56}{text}?{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,202}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2}  .003524{col 38}{space 2} .0488711{col 49}{space 1}    0.07{col 58}{space 3}0.943{col 66}{space 4}-.0922616{col 79}{space 3} .0993097
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0098246{col 38}{space 2} .0302549{col 49}{space 1}   -0.32{col 58}{space 3}0.745{col 66}{space 4}-.0691231{col 79}{space 3} .0494739
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} .0372259{col 38}{space 2}  .040496{col 49}{space 1}    0.92{col 58}{space 3}0.358{col 66}{space 4}-.0421448{col 79}{space 3} .1165967
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 8 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,202
{txt}Absorbing 3 HDFE groups{col 51}F({res}  15{txt},{res}    540{txt}){col 67}= {res}     14.36
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1061
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0761
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0648
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       541{txt}{col 51}Root MSE{col 67}= {res}    0.2135

{txt}{ralign 99:(Std. err. adjusted for {res:541} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          extpeff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0386038{col 47}{space 2} .0594982{col 58}{space 1}   -0.65{col 67}{space 3}0.517{col 75}{space 4}  -.15548{col 88}{space 3} .0782725
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0055123{col 47}{space 2} .0132495{col 58}{space 1}   -0.42{col 67}{space 3}0.678{col 75}{space 4}-.0315392{col 88}{space 3} .0205146
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1011394{col 47}{space 2} .0145946{col 58}{space 1}    6.93{col 67}{space 3}0.000{col 75}{space 4} .0724703{col 88}{space 3} .1298085
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .022194{col 47}{space 2} .0107774{col 58}{space 1}    2.06{col 67}{space 3}0.040{col 75}{space 4} .0010232{col 88}{space 3} .0433648
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0514867{col 47}{space 2} .0164475{col 58}{space 1}    3.13{col 67}{space 3}0.002{col 75}{space 4} .0191778{col 88}{space 3} .0837957
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0230194{col 47}{space 2} .0138489{col 58}{space 1}    1.66{col 67}{space 3}0.097{col 75}{space 4}-.0041848{col 88}{space 3} .0502237
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0185903{col 47}{space 2} .0196542{col 58}{space 1}    0.95{col 67}{space 3}0.345{col 75}{space 4}-.0200177{col 88}{space 3} .0571983
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0027615{col 47}{space 2} .0078532{col 58}{space 1}   -0.35{col 67}{space 3}0.725{col 75}{space 4} -.018188{col 88}{space 3}  .012665
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000373{col 47}{space 2} .0000278{col 58}{space 1}    1.34{col 67}{space 3}0.181{col 75}{space 4}-.0000174{col 88}{space 3}  .000092
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0099147{col 47}{space 2} .0080448{col 58}{space 1}   -1.23{col 67}{space 3}0.218{col 75}{space 4}-.0257175{col 88}{space 3} .0058882
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0512481{col 47}{space 2} .0292397{col 58}{space 1}    1.75{col 67}{space 3}0.080{col 75}{space 4}-.0061894{col 88}{space 3} .1086855
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-2.43e-08{col 47}{space 2} 8.44e-08{col 58}{space 1}   -0.29{col 67}{space 3}0.774{col 75}{space 4}-1.90e-07{col 88}{space 3} 1.42e-07
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000962{col 47}{space 2} .0001649{col 58}{space 1}    0.58{col 67}{space 3}0.560{col 75}{space 4}-.0002277{col 88}{space 3} .0004202
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0090055{col 47}{space 2}  .054449{col 58}{space 1}   -0.17{col 67}{space 3}0.869{col 75}{space 4}-.1159633{col 88}{space 3} .0979523
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0405498{col 47}{space 2} .0585344{col 58}{space 1}    0.69{col 67}{space 3}0.489{col 75}{space 4}-.0744333{col 88}{space 3} .1555328
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .3337612{col 47}{space 2} .3394599{col 58}{space 1}    0.98{col 67}{space 3}0.326{col 75}{space 4}-.3330626{col 88}{space 3} 1.000585
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 28}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}                Absorbed FE{col 29}{c |} Categories{col 42} - Redundant{col 54}  = Num. Coefs{col 69}{c |}
{res}{col 1}{text}{hline 28}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}             year_secschool{col 29}{c |}{space 1}       60{col 42}{space 1}        0{col 54}{result}{space 1}       60{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                       year{col 29}{c |}{space 1}        2{col 42}{space 1}        1{col 54}{result}{space 1}        1{col 68}{text} {col 69}{c |}
{res}{col 1}{text}                  BuLaYouth{col 29}{c |}{space 1}       15{col 42}{space 1}        1{col 54}{result}{space 1}       14{col 68}{text}?{col 69}{c |}
{res}{col 1}{text} BuLaYouth#c.year_secschool{col 29}{c |}{space 1}       15{col 42}{space 1}        0{col 54}{result}{space 1}       15{col 68}{text}?{col 69}{c |}
{res}{col 1}{text}{hline 28}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,202}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2}-.0386038{col 38}{space 2} .0594982{col 49}{space 1}   -0.65{col 58}{space 3}0.516{col 66}{space 4} -.155218{col 79}{space 3} .0780105
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0476093{col 38}{space 2} .0412908{col 49}{space 1}   -1.15{col 58}{space 3}0.249{col 66}{space 4}-.1285378{col 79}{space 3} .0333192
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}  .001946{col 38}{space 2} .0495608{col 49}{space 1}    0.04{col 58}{space 3}0.969{col 66}{space 4}-.0951914{col 79}{space 3} .0990834
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,202
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    540{txt}){col 67}= {res}     11.99
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1011
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0780
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0693
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       541{txt}{col 51}Root MSE{col 67}= {res}    0.2133

{txt}{ralign 99:(Std. err. adjusted for {res:541} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                          extpeff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0032939{col 47}{space 2} .0647921{col 58}{space 1}   -0.05{col 67}{space 3}0.959{col 75}{space 4}-.1305693{col 88}{space 3} .1239816
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0140869{col 47}{space 2} .0475692{col 58}{space 1}    0.30{col 67}{space 3}0.767{col 75}{space 4}-.0793564{col 88}{space 3} .1075302
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0004813{col 47}{space 2} .0181756{col 58}{space 1}   -0.03{col 67}{space 3}0.979{col 75}{space 4} -.036185{col 88}{space 3} .0352223
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1223814{col 47}{space 2} .0200271{col 58}{space 1}    6.11{col 67}{space 3}0.000{col 75}{space 4} .0830407{col 88}{space 3}  .161722
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0201401{col 47}{space 2} .0105985{col 58}{space 1}    1.90{col 67}{space 3}0.058{col 75}{space 4}-.0006794{col 88}{space 3} .0409595
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0518907{col 47}{space 2}  .016243{col 58}{space 1}    3.19{col 67}{space 3}0.001{col 75}{space 4} .0199834{col 88}{space 3}  .083798
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0231772{col 47}{space 2} .0136546{col 58}{space 1}    1.70{col 67}{space 3}0.090{col 75}{space 4}-.0036455{col 88}{space 3} .0499999
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0171845{col 47}{space 2} .0194893{col 58}{space 1}    0.88{col 67}{space 3}0.378{col 75}{space 4}-.0210997{col 88}{space 3} .0554686
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0027609{col 47}{space 2} .0078289{col 58}{space 1}   -0.35{col 67}{space 3}0.724{col 75}{space 4}-.0181398{col 88}{space 3}  .012618
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000342{col 47}{space 2} .0000277{col 58}{space 1}    1.23{col 67}{space 3}0.218{col 75}{space 4}-.0000203{col 88}{space 3} .0000887
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2} -.008825{col 47}{space 2} .0079627{col 58}{space 1}   -1.11{col 67}{space 3}0.268{col 75}{space 4}-.0244667{col 88}{space 3} .0068167
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0476613{col 47}{space 2} .0286886{col 58}{space 1}    1.66{col 67}{space 3}0.097{col 75}{space 4}-.0086937{col 88}{space 3} .1040162
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0133344{col 47}{space 2} .0539074{col 58}{space 1}   -0.25{col 67}{space 3}0.805{col 75}{space 4}-.1192283{col 88}{space 3} .0925595
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0703708{col 47}{space 2} .0568419{col 58}{space 1}   -1.24{col 67}{space 3}0.216{col 75}{space 4}-.1820291{col 88}{space 3} .0412875
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0156386{col 47}{space 2}  .053142{col 58}{space 1}   -0.29{col 67}{space 3}0.769{col 75}{space 4}-.1200289{col 88}{space 3} .0887518
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}  .026669{col 47}{space 2} .0574771{col 58}{space 1}    0.46{col 67}{space 3}0.643{col 75}{space 4}-.0862371{col 88}{space 3} .1395751
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 9.12e-08{col 47}{space 2} 2.96e-08{col 58}{space 1}    3.08{col 67}{space 3}0.002{col 75}{space 4} 3.30e-08{col 88}{space 3} 1.49e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 4.68e-08{col 47}{space 2} 3.75e-08{col 58}{space 1}    1.25{col 67}{space 3}0.212{col 75}{space 4}-2.68e-08{col 88}{space 3} 1.21e-07
{txt}{space 23}B_leftvote {c |}{col 35}{res}{space 2}-.0004166{col 47}{space 2}  .001526{col 58}{space 1}   -0.27{col 67}{space 3}0.785{col 75}{space 4}-.0034143{col 88}{space 3} .0025811
{txt}{space 23}W_leftvote {c |}{col 35}{res}{space 2} .0004804{col 47}{space 2}  .001026{col 58}{space 1}    0.47{col 67}{space 3}0.640{col 75}{space 4} -.001535{col 88}{space 3} .0024958
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .3421721{col 47}{space 2}   .34355{col 58}{space 1}    1.00{col 67}{space 3}0.320{col 75}{space 4} -.332686{col 88}{space 3}  1.01703
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,202}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0140869{col 38}{space 2} .0475692{col 49}{space 1}    0.30{col 58}{space 3}0.767{col 66}{space 4}-.0791469{col 79}{space 3} .1073207
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0015517{col 38}{space 2} .0309211{col 49}{space 1}   -0.05{col 58}{space 3}0.960{col 66}{space 4}-.0621559{col 79}{space 3} .0590526
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} .0407559{col 38}{space 2} .0411781{col 49}{space 1}    0.99{col 58}{space 3}0.322{col 66}{space 4}-.0399516{col 79}{space 3} .1214634
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. ********************
. **********
. ****Visualization of Moderation Effects
. **********
. ********************
. 
. *test
. 
. graph drop _all
{txt}
{com}. 
. foreach depvar in part1 convp1 unconvp polint peff intpeff extpeff {c -(}
{txt}  2{com}. coefplot ///
> (`depvar'_mod_W_edu,  label(Orig. Results) aseq( Edu. Degree)  mcolor(red) ciopts(lcol(red red) recast(rcap rcap)  lwidth(medium thin)) msymbol(diamond) offset(0.4) ) ///
> (`depvar'IEdufe,  label("State FE") aseq(Edu. Degree)  mcolor(black) ciopts(lcol(black black) recast(rcap rcap)  lwidth(medium thin)) msymbol(diamond) offset(0.2) ) ///
> (`depvar'IEdufeis,  label("State FE & State-Specific Slopes") aseq(Edu. Degree)  mcolor(gs6) ciopts(lcol(gs6 gs6) recast(rcap rcap)  lwidth(medium thin)) msymbol(triangle)   ) ///
> (`depvar'IEdutv,  label("Left Vote Share")  aseq(Edu. Degree)  mcolor(gs6) ciopts(lcol(gs6 gs6) recast(rcap rcap)  lwidth(medium thin)) msymbol(square) offset(-0.2) ) ///
> (`depvar'IEduml,  label("3-level model") aseq(Edu. Degree)  mcolor(gs6) ciopts(lcol(gs6 gs6) recast(rcap rcap)  lwidth(medium thin)) msymbol(circle) offset(-0.4) ) ///
> (`depvar'_mod_W_occ,  label(Orig. Results) aseq(Occ. Quali.)  mcolor(red) ciopts(lcol(red red) recast(rcap rcap)  lwidth(medium thin)) msymbol(diamond) offset(0.4)) ///
> (`depvar'edu3catfe,  label("State FE") aseq(Occ. Quali.)  mcolor(black) ciopts(lcol(black black) recast(rcap rcap)  lwidth(medium thin)) msymbol(diamond) offset(0.2) ) ///
> (`depvar'edu3catfeis,  label("State FE & State-Specific Slopes") aseq(Occ. Quali.)  mcolor(gs6) ciopts(lcol(gs6 gs6) recast(rcap rcap)  lwidth(medium thin)) msymbol(triangle) ) ///
> (`depvar'edu3cattv,  label("Left Vote Share") aseq(Occ. Quali.)  mcolor(gs6) ciopts(lcol(gs6 gs6) recast(rcap rcap)  lwidth(medium thin)) msymbol(square) offset(-0.2) ) ///
> (`depvar'edu3catml,  label("3-level model") aseq(Occ. Quali.)  mcolor(gs6) ciopts(lcol(gs6 gs6) recast(rcap rcap)  lwidth(medium thin)) msymbol(circle) offset(-0.4) )  ///
> , title("`: var label `depvar''", size(small))  xline(0)  scheme(plotplain)  ///
> name(mod_`depvar')  rename(1.IEdu = Basic 2.IEdu= Voc. 3.IEdu= Acad. 1.edu3cat = Basic 2.edu3cat = Voc. 3.edu3cat = Acad.) levels(90 95) legend(position(6) col(3) size(tiny) ) swapnames  p6(nokey) p7(nokey) p8(nokey) p9(nokey) p10(nokey)  coeflabels(,wrap(12)) xscale(r(-0.3,0.3)) xlabel(-0.3 (0.1) 0.3)
{txt}  3{com}. {c )-}
{res}{txt}
{com}. 
. 
. 
. 
. *combination of results in pdfs - Main Results - Moderation
. *graphregion(margin(tiny)) iscale(0.75)
. grc1leg  mod_part1 mod_polint mod_peff, rows(3) scheme(plotplain) imargin(zero) iscale(0.5) name(main_mod)   title("Cross-level interaction: effects of single de-stratifying education policies (within effects)" "on political engagement among different educational groups", size(vsmall)) note("Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display main_mod ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\Moderation_Main_Repl.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\Moderation_Main_Repl.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. 
. ***********************************************************************************************************************************************************
. ****************************Step 6b: Cross-Level Interaction with Individual Level confounding and mediation***************************************************************
. ***********************************************************************************************************************************************************
. 
. graph drop _all
{txt}
{com}. eststo clear
{txt}
{com}. 
. foreach depvar in part1 polint peff {c -(}
{txt}  2{com}. 
. ***
. **for respondents' educational degree
. ***
. 
. *with demographic controls + parents edu & occ (orig)
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.IEdu ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            i.PEdu i.pedu3cat ///
>                            i.IEdu#c.B_destrat_index  i.IEdu#c.W_destrat_index ///
>                                 c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  3{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.IEdu) post
{txt}  4{com}. eststo `depvar'_edu_CLI0
{txt}  5{com}. 
. *with demographic controls + parents edu & occ
. *and mediation: occupational quali
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.IEdu ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            i.PEdu i.pedu3cat ///
>                            i.edu3cat ///
>                            i.IEdu#c.B_destrat_index  i.IEdu#c.W_destrat_index ///
>                                 c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  6{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.IEdu) post
{txt}  7{com}. eststo `depvar'_edu_CLI1
{txt}  8{com}. 
. *with demographic controls + parents edu & occ
. *and mediation: occupational quali + class
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.IEdu ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            i.PEdu i.pedu3cat ///
>                            i.edu3cat i.oesch3class ///
>                            i.IEdu#c.B_destrat_index  i.IEdu#c.W_destrat_index ///
>                                 c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  9{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.IEdu) post
{txt} 10{com}. eststo `depvar'_edu_CLI2
{txt} 11{com}. 
. *with demographic controls + parents edu & occ
. *and mediation: occupational quali + class + income
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.IEdu ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            i.PEdu i.pedu3cat ///
>                            i.edu3cat i.oesch3class i.inc_cat ///
>                            i.IEdu#c.B_destrat_index  i.IEdu#c.W_destrat_index ///
>                                 c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt} 12{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.IEdu) post
{txt} 13{com}. eststo `depvar'_edu_CLI3
{txt} 14{com}. 
. ***
. **for respondents' occupational qualification
. ***
. *confounding 2: parents edu + parents occ
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.edu3cat ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            i.PEdu i.pedu3cat ///
>                            i.edu3cat#c.B_destrat_index  i.edu3cat#c.W_destrat_index ///
>                                 c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt} 15{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.edu3cat) post
{txt} 16{com}. eststo `depvar'_occ_CLI0
{txt} 17{com}. 
. *confounding 3: parents edu + parents occ + respondents edu
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.edu3cat ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            i.PEdu i.pedu3cat i.IEdu ///
>                            i.edu3cat#c.B_destrat_index  i.edu3cat#c.W_destrat_index ///
>                                 c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt} 18{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.edu3cat) post
{txt} 19{com}. eststo `depvar'_occ_CLI1
{txt} 20{com}. 
. *confounding + mediation 1: parents edu + parents occ + respondents edu + class
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.edu3cat ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            i.PEdu i.pedu3cat i.IEdu ///
>                            i.oesch3class ///
>                            i.edu3cat#c.B_destrat_index  i.edu3cat#c.W_destrat_index ///
>                                 c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt} 21{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.edu3cat) post
{txt} 22{com}. eststo `depvar'_occ_CLI2
{txt} 23{com}. 
. *confounding + mediation 2: parents edu + parents occ + respondents edu + class + income
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.edu3cat ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                            i.PEdu i.pedu3cat i.IEdu ///
>                            i.oesch3class i.inc_cat ///
>                            i.edu3cat#c.B_destrat_index  i.edu3cat#c.W_destrat_index ///
>                                 c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt} 24{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.edu3cat) post
{txt} 25{com}. eststo `depvar'_occ_CLI3
{txt} 26{com}. 
. {c )-}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,376
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    543{txt}){col 67}= {res}     27.33
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1920
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1724
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1307
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       544{txt}{col 51}Root MSE{col 67}= {res}    0.1537

{txt}{ralign 99:(Std. err. adjusted for {res:544} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0728081{col 47}{space 2} .0369911{col 58}{space 1}   -1.97{col 67}{space 3}0.050{col 75}{space 4}-.1454713{col 88}{space 3}-.0001448
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0460316{col 47}{space 2} .0280765{col 58}{space 1}    1.64{col 67}{space 3}0.102{col 75}{space 4}-.0091203{col 88}{space 3} .1011835
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0410602{col 47}{space 2} .0101401{col 58}{space 1}    4.05{col 67}{space 3}0.000{col 75}{space 4} .0211416{col 88}{space 3} .0609788
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0777189{col 47}{space 2}  .012906{col 58}{space 1}    6.02{col 67}{space 3}0.000{col 75}{space 4}  .052367{col 88}{space 3} .1030707
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0081052{col 47}{space 2} .0060266{col 58}{space 1}    1.34{col 67}{space 3}0.179{col 75}{space 4}-.0037332{col 88}{space 3} .0199436
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000501{col 47}{space 2} .0000206{col 58}{space 1}   -2.43{col 67}{space 3}0.015{col 75}{space 4}-.0000905{col 88}{space 3}-9.62e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0270523{col 47}{space 2} .0051808{col 58}{space 1}   -5.22{col 67}{space 3}0.000{col 75}{space 4}-.0372291{col 88}{space 3}-.0168755
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0957926{col 47}{space 2} .0201136{col 58}{space 1}    4.76{col 67}{space 3}0.000{col 75}{space 4} .0562826{col 88}{space 3} .1353025
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0207201{col 47}{space 2} .0077248{col 58}{space 1}    2.68{col 67}{space 3}0.008{col 75}{space 4} .0055459{col 88}{space 3} .0358942
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .042928{col 47}{space 2} .0121175{col 58}{space 1}    3.54{col 67}{space 3}0.000{col 75}{space 4}  .019125{col 88}{space 3}  .066731
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0284137{col 47}{space 2} .0094309{col 58}{space 1}    3.01{col 67}{space 3}0.003{col 75}{space 4} .0098882{col 88}{space 3} .0469393
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0212108{col 47}{space 2} .0150361{col 58}{space 1}    1.41{col 67}{space 3}0.159{col 75}{space 4}-.0083253{col 88}{space 3} .0507469
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0524243{col 47}{space 2} .0344816{col 58}{space 1}    1.52{col 67}{space 3}0.129{col 75}{space 4}-.0153094{col 88}{space 3}  .120158
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1270309{col 47}{space 2} .0384977{col 58}{space 1}    3.30{col 67}{space 3}0.001{col 75}{space 4} .0514083{col 88}{space 3} .2026536
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  -.06301{col 47}{space 2} .0314491{col 58}{space 1}   -2.00{col 67}{space 3}0.046{col 75}{space 4}-.1247868{col 88}{space 3}-.0012332
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0316786{col 47}{space 2} .0341473{col 58}{space 1}   -0.93{col 67}{space 3}0.354{col 75}{space 4}-.0987555{col 88}{space 3} .0353984
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-5.92e-08{col 47}{space 2} 2.40e-08{col 58}{space 1}   -2.47{col 67}{space 3}0.014{col 75}{space 4}-1.06e-07{col 88}{space 3}-1.21e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.19e-08{col 47}{space 2} 2.59e-08{col 58}{space 1}    0.84{col 67}{space 3}0.399{col 75}{space 4}-2.91e-08{col 88}{space 3} 7.28e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0003202{col 47}{space 2} .0002082{col 58}{space 1}   -1.54{col 67}{space 3}0.125{col 75}{space 4}-.0007292{col 88}{space 3} .0000887
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000612{col 47}{space 2} .0000969{col 58}{space 1}   -0.63{col 67}{space 3}0.528{col 75}{space 4}-.0002515{col 88}{space 3} .0001291
{txt}{space 28}_cons {c |}{col 35}{res}{space 2}-.0300131{col 47}{space 2}  .257053{col 58}{space 1}   -0.12{col 67}{space 3}0.907{col 75}{space 4}-.5349532{col 88}{space 3} .4749269
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,376}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0460316{col 38}{space 2} .0280765{col 49}{space 1}    1.64{col 58}{space 3}0.101{col 66}{space 4}-.0089974{col 79}{space 3} .1010606
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0169784{col 38}{space 2} .0227571{col 49}{space 1}   -0.75{col 58}{space 3}0.456{col 66}{space 4}-.0615815{col 79}{space 3} .0276247
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0143531{col 38}{space 2} .0277267{col 49}{space 1}    0.52{col 58}{space 3}0.605{col 66}{space 4}-.0399903{col 79}{space 3} .0686964
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,257
{txt}Absorbing 2 HDFE groups{col 51}F({res}  22{txt},{res}    541{txt}){col 67}= {res}     27.68
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2051
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1846
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1439
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1529

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0684681{col 47}{space 2} .0372508{col 58}{space 1}   -1.84{col 67}{space 3}0.067{col 75}{space 4} -.141642{col 88}{space 3} .0047057
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}  .044228{col 47}{space 2} .0277995{col 58}{space 1}    1.59{col 67}{space 3}0.112{col 75}{space 4}-.0103802{col 88}{space 3} .0988361
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0316347{col 47}{space 2} .0101554{col 58}{space 1}    3.12{col 67}{space 3}0.002{col 75}{space 4} .0116859{col 88}{space 3} .0515836
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0508475{col 47}{space 2} .0143963{col 58}{space 1}    3.53{col 67}{space 3}0.000{col 75}{space 4}  .022568{col 88}{space 3} .0791271
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0047458{col 47}{space 2} .0062277{col 58}{space 1}    0.76{col 67}{space 3}0.446{col 75}{space 4}-.0074876{col 88}{space 3} .0169791
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000168{col 47}{space 2} .0000208{col 58}{space 1}   -0.81{col 67}{space 3}0.419{col 75}{space 4}-.0000576{col 88}{space 3}  .000024
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0249108{col 47}{space 2}  .005344{col 58}{space 1}   -4.66{col 67}{space 3}0.000{col 75}{space 4}-.0354084{col 88}{space 3}-.0144132
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0904891{col 47}{space 2} .0206286{col 58}{space 1}    4.39{col 67}{space 3}0.000{col 75}{space 4} .0499672{col 88}{space 3}  .131011
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0203481{col 47}{space 2} .0079652{col 58}{space 1}    2.55{col 67}{space 3}0.011{col 75}{space 4} .0047017{col 88}{space 3} .0359946
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0426834{col 47}{space 2} .0120663{col 58}{space 1}    3.54{col 67}{space 3}0.000{col 75}{space 4} .0189809{col 88}{space 3} .0663859
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0247075{col 47}{space 2} .0098163{col 58}{space 1}    2.52{col 67}{space 3}0.012{col 75}{space 4} .0054247{col 88}{space 3} .0439903
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0127843{col 47}{space 2} .0152533{col 58}{space 1}    0.84{col 67}{space 3}0.402{col 75}{space 4}-.0171786{col 88}{space 3} .0427472
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0200091{col 47}{space 2} .0090219{col 58}{space 1}    2.22{col 67}{space 3}0.027{col 75}{space 4} .0022868{col 88}{space 3} .0377313
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0606787{col 47}{space 2} .0109438{col 58}{space 1}    5.54{col 67}{space 3}0.000{col 75}{space 4} .0391812{col 88}{space 3} .0821763
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0634129{col 47}{space 2} .0346041{col 58}{space 1}    1.83{col 67}{space 3}0.067{col 75}{space 4} -.004562{col 88}{space 3} .1313877
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}  .138724{col 47}{space 2} .0393863{col 58}{space 1}    3.52{col 67}{space 3}0.000{col 75}{space 4} .0613551{col 88}{space 3} .2160928
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} -.069806{col 47}{space 2} .0315935{col 58}{space 1}   -2.21{col 67}{space 3}0.028{col 75}{space 4}-.1318669{col 88}{space 3}-.0077451
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} -.019051{col 47}{space 2} .0341695{col 58}{space 1}   -0.56{col 67}{space 3}0.577{col 75}{space 4}-.0861722{col 88}{space 3} .0480702
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-5.10e-08{col 47}{space 2} 2.49e-08{col 58}{space 1}   -2.05{col 67}{space 3}0.041{col 75}{space 4}-9.99e-08{col 88}{space 3}-2.15e-09
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.94e-08{col 47}{space 2} 2.67e-08{col 58}{space 1}    1.10{col 67}{space 3}0.271{col 75}{space 4}-2.31e-08{col 88}{space 3} 8.19e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0003909{col 47}{space 2} .0002142{col 58}{space 1}   -1.83{col 67}{space 3}0.069{col 75}{space 4}-.0008116{col 88}{space 3} .0000298
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000577{col 47}{space 2} .0000999{col 58}{space 1}   -0.58{col 67}{space 3}0.564{col 75}{space 4} -.000254{col 88}{space 3} .0001386
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .0370919{col 47}{space 2} .2649688{col 58}{space 1}    0.14{col 67}{space 3}0.889{col 75}{space 4}-.4834017{col 88}{space 3} .5575856
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,257}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}  .044228{col 38}{space 2} .0277995{col 49}{space 1}    1.59{col 58}{space 3}0.112{col 66}{space 4} -.010258{col 79}{space 3}  .098714
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} -.025578{col 38}{space 2} .0234064{col 49}{space 1}   -1.09{col 58}{space 3}0.274{col 66}{space 4}-.0714538{col 79}{space 3} .0202978
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}  .025177{col 38}{space 2} .0273159{col 49}{space 1}    0.92{col 58}{space 3}0.357{col 66}{space 4}-.0283612{col 79}{space 3} .0787151
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     2,025
{txt}Absorbing 2 HDFE groups{col 51}F({res}  24{txt},{res}    466{txt}){col 67}= {res}     15.44
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2186
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1852
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1371
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       467{txt}{col 51}Root MSE{col 67}= {res}    0.1540

{txt}{ralign 99:(Std. err. adjusted for {res:467} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0873884{col 47}{space 2} .0507891{col 58}{space 1}   -1.72{col 67}{space 3}0.086{col 75}{space 4}-.1871925{col 88}{space 3} .0124157
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0507094{col 47}{space 2} .0385573{col 58}{space 1}    1.32{col 67}{space 3}0.189{col 75}{space 4}-.0250584{col 88}{space 3} .1264771
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0295088{col 47}{space 2}  .013458{col 58}{space 1}    2.19{col 67}{space 3}0.029{col 75}{space 4} .0030629{col 88}{space 3} .0559547
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0305521{col 47}{space 2} .0172061{col 58}{space 1}    1.78{col 67}{space 3}0.076{col 75}{space 4} -.003259{col 88}{space 3} .0643632
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0119371{col 47}{space 2} .0077689{col 58}{space 1}    1.54{col 67}{space 3}0.125{col 75}{space 4}-.0033292{col 88}{space 3} .0272035
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-7.68e-06{col 47}{space 2} .0000357{col 58}{space 1}   -0.22{col 67}{space 3}0.830{col 75}{space 4}-.0000778{col 88}{space 3} .0000624
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0134691{col 47}{space 2} .0071573{col 58}{space 1}   -1.88{col 67}{space 3}0.060{col 75}{space 4}-.0275337{col 88}{space 3} .0005955
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0828208{col 47}{space 2}  .028124{col 58}{space 1}    2.94{col 67}{space 3}0.003{col 75}{space 4} .0275552{col 88}{space 3} .1380864
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .016923{col 47}{space 2} .0097853{col 58}{space 1}    1.73{col 67}{space 3}0.084{col 75}{space 4}-.0023058{col 88}{space 3} .0361518
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0298118{col 47}{space 2} .0161195{col 58}{space 1}    1.85{col 67}{space 3}0.065{col 75}{space 4}-.0018641{col 88}{space 3} .0614876
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0209679{col 47}{space 2} .0125105{col 58}{space 1}    1.68{col 67}{space 3}0.094{col 75}{space 4}-.0036161{col 88}{space 3} .0455519
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0195021{col 47}{space 2} .0196394{col 58}{space 1}    0.99{col 67}{space 3}0.321{col 75}{space 4}-.0190906{col 88}{space 3} .0580948
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .034045{col 47}{space 2} .0128871{col 58}{space 1}    2.64{col 67}{space 3}0.009{col 75}{space 4} .0087211{col 88}{space 3}  .059369
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0725206{col 47}{space 2} .0161179{col 58}{space 1}    4.50{col 67}{space 3}0.000{col 75}{space 4} .0408479{col 88}{space 3} .1041933
{txt}{space 33} {c |}
{space 22}oesch3class {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2} .0223553{col 47}{space 2} .0135818{col 58}{space 1}    1.65{col 67}{space 3}0.100{col 75}{space 4}-.0043338{col 88}{space 3} .0490444
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2} .0296095{col 47}{space 2} .0088795{col 58}{space 1}    3.33{col 67}{space 3}0.001{col 75}{space 4} .0121606{col 88}{space 3} .0470584
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0634205{col 47}{space 2}  .046921{col 58}{space 1}    1.35{col 67}{space 3}0.177{col 75}{space 4}-.0287824{col 88}{space 3} .1556234
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1221584{col 47}{space 2} .0483003{col 58}{space 1}    2.53{col 67}{space 3}0.012{col 75}{space 4} .0272452{col 88}{space 3} .2170717
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  -.05722{col 47}{space 2} .0463463{col 58}{space 1}   -1.23{col 67}{space 3}0.218{col 75}{space 4}-.1482936{col 88}{space 3} .0338535
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0420767{col 47}{space 2} .0486662{col 58}{space 1}   -0.86{col 67}{space 3}0.388{col 75}{space 4}-.1377091{col 88}{space 3} .0535556
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.06e-07{col 47}{space 2} 3.15e-08{col 58}{space 1}   -3.37{col 67}{space 3}0.001{col 75}{space 4}-1.68e-07{col 88}{space 3}-4.42e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.55e-08{col 47}{space 2} 3.56e-08{col 58}{space 1}    0.44{col 67}{space 3}0.663{col 75}{space 4}-5.45e-08{col 88}{space 3} 8.56e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0004251{col 47}{space 2}  .000277{col 58}{space 1}   -1.53{col 67}{space 3}0.126{col 75}{space 4}-.0009693{col 88}{space 3} .0001192
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000921{col 47}{space 2} .0001385{col 58}{space 1}    0.66{col 67}{space 3}0.506{col 75}{space 4}-.0001801{col 88}{space 3} .0003643
{txt}{space 28}_cons {c |}{col 35}{res}{space 2}-.2686431{col 47}{space 2} .3108853{col 58}{space 1}   -0.86{col 67}{space 3}0.388{col 75}{space 4}-.8795536{col 88}{space 3} .3422675
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       59{col 30}{space 1}        0{col 42}{result}{space 1}       59{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:2,025}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0507094{col 38}{space 2} .0385573{col 49}{space 1}    1.32{col 58}{space 3}0.188{col 66}{space 4}-.0248616{col 79}{space 3} .1262803
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0065107{col 38}{space 2} .0307443{col 49}{space 1}   -0.21{col 58}{space 3}0.832{col 66}{space 4}-.0667685{col 79}{space 3} .0537471
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0086326{col 38}{space 2} .0365564{col 49}{space 1}    0.24{col 58}{space 3}0.813{col 66}{space 4}-.0630166{col 79}{space 3} .0802819
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}(dropped 1 {browse "http://scorreia.com/research/singletons.pdf":singleton observations})
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     1,833
{txt}Absorbing 2 HDFE groups{col 51}F({res}  26{txt},{res}    452{txt}){col 67}= {res}     15.19
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2360
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1993
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1470
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       453{txt}{col 51}Root MSE{col 67}= {res}    0.1531

{txt}{ralign 99:(Std. err. adjusted for {res:453} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0935731{col 47}{space 2} .0521833{col 58}{space 1}   -1.79{col 67}{space 3}0.074{col 75}{space 4}-.1961251{col 88}{space 3}  .008979
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0291363{col 47}{space 2} .0385788{col 58}{space 1}    0.76{col 67}{space 3}0.450{col 75}{space 4}-.0466797{col 88}{space 3} .1049524
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0328008{col 47}{space 2} .0137863{col 58}{space 1}    2.38{col 67}{space 3}0.018{col 75}{space 4} .0057076{col 88}{space 3}  .059894
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0271335{col 47}{space 2} .0177228{col 58}{space 1}    1.53{col 67}{space 3}0.126{col 75}{space 4}-.0076958{col 88}{space 3} .0619627
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0144978{col 47}{space 2} .0080357{col 58}{space 1}    1.80{col 67}{space 3}0.072{col 75}{space 4}-.0012941{col 88}{space 3} .0302897
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000229{col 47}{space 2} .0000369{col 58}{space 1}   -0.62{col 67}{space 3}0.535{col 75}{space 4}-.0000954{col 88}{space 3} .0000496
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0088821{col 47}{space 2} .0081996{col 58}{space 1}   -1.08{col 67}{space 3}0.279{col 75}{space 4}-.0249961{col 88}{space 3}  .007232
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0671362{col 47}{space 2}  .029778{col 58}{space 1}    2.25{col 67}{space 3}0.025{col 75}{space 4} .0086158{col 88}{space 3} .1256567
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0185637{col 47}{space 2} .0100223{col 58}{space 1}    1.85{col 67}{space 3}0.065{col 75}{space 4}-.0011323{col 88}{space 3} .0382598
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0332666{col 47}{space 2} .0164281{col 58}{space 1}    2.02{col 67}{space 3}0.043{col 75}{space 4} .0009816{col 88}{space 3} .0655516
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0097454{col 47}{space 2} .0142691{col 58}{space 1}    0.68{col 67}{space 3}0.495{col 75}{space 4}-.0182966{col 88}{space 3} .0377874
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0040594{col 47}{space 2} .0212727{col 58}{space 1}    0.19{col 67}{space 3}0.849{col 75}{space 4}-.0377462{col 88}{space 3} .0458651
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0487792{col 47}{space 2} .0132084{col 58}{space 1}    3.69{col 67}{space 3}0.000{col 75}{space 4} .0228217{col 88}{space 3} .0747367
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0835826{col 47}{space 2} .0172512{col 58}{space 1}    4.85{col 67}{space 3}0.000{col 75}{space 4}   .04968{col 88}{space 3} .1174852
{txt}{space 33} {c |}
{space 22}oesch3class {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2} .0424882{col 47}{space 2} .0149003{col 58}{space 1}    2.85{col 67}{space 3}0.005{col 75}{space 4} .0132056{col 88}{space 3} .0717707
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2} .0337046{col 47}{space 2} .0094388{col 58}{space 1}    3.57{col 67}{space 3}0.000{col 75}{space 4} .0151553{col 88}{space 3}  .052254
{txt}{space 33} {c |}
{space 26}inc_cat {c |}
{space 19}Middle Income  {c |}{col 35}{res}{space 2}-.0094476{col 47}{space 2} .0098602{col 58}{space 1}   -0.96{col 67}{space 3}0.338{col 75}{space 4}-.0288251{col 88}{space 3} .0099299
{txt}{space 21}High Income  {c |}{col 35}{res}{space 2} -.001173{col 47}{space 2} .0110319{col 58}{space 1}   -0.11{col 67}{space 3}0.915{col 75}{space 4}-.0228532{col 88}{space 3} .0205071
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0861777{col 47}{space 2} .0466466{col 58}{space 1}    1.85{col 67}{space 3}0.065{col 75}{space 4}-.0054935{col 88}{space 3} .1778488
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1587368{col 47}{space 2}  .049098{col 58}{space 1}    3.23{col 67}{space 3}0.001{col 75}{space 4} .0622482{col 88}{space 3} .2552255
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0214117{col 47}{space 2} .0460023{col 58}{space 1}   -0.47{col 67}{space 3}0.642{col 75}{space 4}-.1118165{col 88}{space 3} .0689932
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0203177{col 47}{space 2} .0495944{col 58}{space 1}   -0.41{col 67}{space 3}0.682{col 75}{space 4}-.1177819{col 88}{space 3} .0771465
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.05e-07{col 47}{space 2} 3.23e-08{col 58}{space 1}   -3.26{col 67}{space 3}0.001{col 75}{space 4}-1.69e-07{col 88}{space 3}-4.18e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.66e-09{col 47}{space 2} 3.63e-08{col 58}{space 1}    0.07{col 67}{space 3}0.942{col 75}{space 4}-6.87e-08{col 88}{space 3} 7.40e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0005405{col 47}{space 2} .0002929{col 58}{space 1}   -1.85{col 67}{space 3}0.066{col 75}{space 4}-.0011162{col 88}{space 3} .0000352
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000922{col 47}{space 2} .0001538{col 58}{space 1}    0.60{col 67}{space 3}0.549{col 75}{space 4}  -.00021{col 88}{space 3} .0003944
{txt}{space 28}_cons {c |}{col 35}{res}{space 2}-.3339574{col 47}{space 2} .3228537{col 58}{space 1}   -1.03{col 67}{space 3}0.302{col 75}{space 4}-.9684379{col 88}{space 3} .3005232
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       58{col 30}{space 1}        0{col 42}{result}{space 1}       58{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:1,833}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0291363{col 38}{space 2} .0385788{col 49}{space 1}    0.76{col 58}{space 3}0.450{col 66}{space 4}-.0464767{col 79}{space 3} .1047494
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} .0077247{col 38}{space 2} .0327724{col 49}{space 1}    0.24{col 58}{space 3}0.814{col 66}{space 4}-.0565081{col 79}{space 3} .0719574
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0088186{col 38}{space 2} .0386134{col 49}{space 1}    0.23{col 58}{space 3}0.819{col 66}{space 4}-.0668623{col 79}{space 3} .0844996
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,264
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     24.34
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1864
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1659
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1232
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1547

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0383002{col 47}{space 2} .0386883{col 58}{space 1}    0.99{col 67}{space 3}0.323{col 75}{space 4}-.0376974{col 88}{space 3} .1142978
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}  .108489{col 47}{space 2} .0351473{col 58}{space 1}    3.09{col 67}{space 3}0.002{col 75}{space 4} .0394471{col 88}{space 3} .1775308
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0365199{col 47}{space 2} .0125936{col 58}{space 1}    2.90{col 67}{space 3}0.004{col 75}{space 4} .0117817{col 88}{space 3} .0612582
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0848532{col 47}{space 2} .0154795{col 58}{space 1}    5.48{col 67}{space 3}0.000{col 75}{space 4} .0544458{col 88}{space 3} .1152605
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0032777{col 47}{space 2} .0062878{col 58}{space 1}    0.52{col 67}{space 3}0.602{col 75}{space 4}-.0090737{col 88}{space 3} .0156291
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000159{col 47}{space 2} .0000212{col 58}{space 1}   -0.75{col 67}{space 3}0.454{col 75}{space 4}-.0000576{col 88}{space 3} .0000258
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0209611{col 47}{space 2} .0053949{col 58}{space 1}   -3.89{col 67}{space 3}0.000{col 75}{space 4}-.0315587{col 88}{space 3}-.0103635
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .099399{col 47}{space 2}  .020445{col 58}{space 1}    4.86{col 67}{space 3}0.000{col 75}{space 4} .0592376{col 88}{space 3} .1395603
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0340148{col 47}{space 2} .0077526{col 58}{space 1}    4.39{col 67}{space 3}0.000{col 75}{space 4}  .018786{col 88}{space 3} .0492436
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0627597{col 47}{space 2} .0119279{col 58}{space 1}    5.26{col 67}{space 3}0.000{col 75}{space 4}  .039329{col 88}{space 3} .0861905
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0310149{col 47}{space 2}  .009946{col 58}{space 1}    3.12{col 67}{space 3}0.002{col 75}{space 4} .0114775{col 88}{space 3} .0505523
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0231572{col 47}{space 2} .0152049{col 58}{space 1}    1.52{col 67}{space 3}0.128{col 75}{space 4}-.0067107{col 88}{space 3}  .053025
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0593655{col 47}{space 2} .0344959{col 58}{space 1}   -1.72{col 67}{space 3}0.086{col 75}{space 4}-.1271278{col 88}{space 3} .0083967
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0459702{col 47}{space 2} .0453672{col 58}{space 1}    1.01{col 67}{space 3}0.311{col 75}{space 4}-.0431472{col 88}{space 3} .1350876
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0922011{col 47}{space 2} .0378264{col 58}{space 1}   -2.44{col 67}{space 3}0.015{col 75}{space 4}-.1665056{col 88}{space 3}-.0178965
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1657001{col 47}{space 2} .0407342{col 58}{space 1}   -4.07{col 67}{space 3}0.000{col 75}{space 4}-.2457168{col 88}{space 3}-.0856834
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-6.28e-08{col 47}{space 2} 2.51e-08{col 58}{space 1}   -2.50{col 67}{space 3}0.013{col 75}{space 4}-1.12e-07{col 88}{space 3}-1.35e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.09e-08{col 47}{space 2} 2.69e-08{col 58}{space 1}    1.15{col 67}{space 3}0.252{col 75}{space 4}-2.20e-08{col 88}{space 3} 8.37e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0003846{col 47}{space 2} .0002171{col 58}{space 1}   -1.77{col 67}{space 3}0.077{col 75}{space 4} -.000811{col 88}{space 3} .0000419
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000153{col 47}{space 2} .0001002{col 58}{space 1}   -0.15{col 67}{space 3}0.879{col 75}{space 4}-.0002121{col 88}{space 3} .0001815
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .0873788{col 47}{space 2} .2670965{col 58}{space 1}    0.33{col 67}{space 3}0.744{col 75}{space 4}-.4372945{col 88}{space 3} .6120521
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,264}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2}  .108489{col 38}{space 2} .0351473{col 49}{space 1}    3.09{col 58}{space 3}0.002{col 66}{space 4} .0396016{col 79}{space 3} .1773763
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0162879{col 38}{space 2} .0196074{col 49}{space 1}    0.83{col 58}{space 3}0.406{col 66}{space 4}-.0221419{col 79}{space 3} .0547176
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0572111{col 38}{space 2} .0285373{col 49}{space 1}   -2.00{col 58}{space 3}0.045{col 66}{space 4}-.1131431{col 79}{space 3}-.0012792
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,257
{txt}Absorbing 2 HDFE groups{col 51}F({res}  22{txt},{res}    541{txt}){col 67}= {res}     26.07
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2056
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1850
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1444
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1528

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0440257{col 47}{space 2} .0370441{col 58}{space 1}    1.19{col 67}{space 3}0.235{col 75}{space 4}-.0287421{col 88}{space 3} .1167935
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0974982{col 47}{space 2} .0335631{col 58}{space 1}    2.90{col 67}{space 3}0.004{col 75}{space 4} .0315683{col 88}{space 3} .1634281
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0387321{col 47}{space 2} .0126362{col 58}{space 1}    3.07{col 67}{space 3}0.002{col 75}{space 4} .0139101{col 88}{space 3} .0635542
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0477381{col 47}{space 2} .0155155{col 58}{space 1}    3.08{col 67}{space 3}0.002{col 75}{space 4} .0172601{col 88}{space 3} .0782161
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0050154{col 47}{space 2} .0062229{col 58}{space 1}    0.81{col 67}{space 3}0.421{col 75}{space 4}-.0072086{col 88}{space 3} .0172395
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000233{col 47}{space 2}  .000021{col 58}{space 1}   -1.11{col 67}{space 3}0.268{col 75}{space 4}-.0000646{col 88}{space 3}  .000018
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0238856{col 47}{space 2} .0053009{col 58}{space 1}   -4.51{col 67}{space 3}0.000{col 75}{space 4}-.0342984{col 88}{space 3}-.0134727
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0897283{col 47}{space 2} .0207792{col 58}{space 1}    4.32{col 67}{space 3}0.000{col 75}{space 4} .0489105{col 88}{space 3} .1305461
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0206944{col 47}{space 2} .0078931{col 58}{space 1}    2.62{col 67}{space 3}0.009{col 75}{space 4} .0051895{col 88}{space 3} .0361993
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0421749{col 47}{space 2} .0120671{col 58}{space 1}    3.50{col 67}{space 3}0.001{col 75}{space 4} .0184708{col 88}{space 3} .0658789
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0244783{col 47}{space 2} .0098458{col 58}{space 1}    2.49{col 67}{space 3}0.013{col 75}{space 4} .0051377{col 88}{space 3}  .043819
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0129507{col 47}{space 2} .0152303{col 58}{space 1}    0.85{col 67}{space 3}0.396{col 75}{space 4}-.0169671{col 88}{space 3} .0428686
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0483953{col 47}{space 2} .0072573{col 58}{space 1}    6.67{col 67}{space 3}0.000{col 75}{space 4} .0341394{col 88}{space 3} .0626511
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0868732{col 47}{space 2} .0100162{col 58}{space 1}    8.67{col 67}{space 3}0.000{col 75}{space 4} .0671979{col 88}{space 3} .1065485
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0669333{col 47}{space 2} .0336137{col 58}{space 1}   -1.99{col 67}{space 3}0.047{col 75}{space 4}-.1329626{col 88}{space 3} -.000904
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0524793{col 47}{space 2} .0442528{col 58}{space 1}    1.19{col 67}{space 3}0.236{col 75}{space 4} -.034449{col 88}{space 3} .1394076
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0869307{col 47}{space 2} .0362748{col 58}{space 1}   -2.40{col 67}{space 3}0.017{col 75}{space 4}-.1581874{col 88}{space 3}-.0156739
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} -.131505{col 47}{space 2} .0391507{col 58}{space 1}   -3.36{col 67}{space 3}0.001{col 75}{space 4} -.208411{col 88}{space 3} -.054599
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-5.51e-08{col 47}{space 2} 2.47e-08{col 58}{space 1}   -2.23{col 67}{space 3}0.026{col 75}{space 4}-1.04e-07{col 88}{space 3}-6.58e-09
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.63e-08{col 47}{space 2} 2.65e-08{col 58}{space 1}    0.99{col 67}{space 3}0.322{col 75}{space 4}-2.58e-08{col 88}{space 3} 7.84e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0005236{col 47}{space 2} .0002133{col 58}{space 1}   -2.45{col 67}{space 3}0.014{col 75}{space 4}-.0009425{col 88}{space 3}-.0001046
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000297{col 47}{space 2} .0000988{col 58}{space 1}   -0.30{col 67}{space 3}0.764{col 75}{space 4}-.0002237{col 88}{space 3} .0001644
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .0147524{col 47}{space 2} .2639855{col 58}{space 1}    0.06{col 67}{space 3}0.955{col 75}{space 4}-.5038098{col 88}{space 3} .5333146
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,257}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0974982{col 38}{space 2} .0335631{col 49}{space 1}    2.90{col 58}{space 3}0.004{col 66}{space 4} .0317158{col 79}{space 3} .1632806
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0105675{col 38}{space 2} .0196984{col 49}{space 1}    0.54{col 58}{space 3}0.592{col 66}{space 4}-.0280407{col 79}{space 3} .0491757
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0340068{col 38}{space 2}  .028226{col 49}{space 1}   -1.20{col 58}{space 3}0.228{col 66}{space 4}-.0893287{col 79}{space 3} .0213151
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     2,025
{txt}Absorbing 2 HDFE groups{col 51}F({res}  24{txt},{res}    466{txt}){col 67}= {res}     15.41
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2189
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1855
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1374
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       467{txt}{col 51}Root MSE{col 67}= {res}    0.1540

{txt}{ralign 99:(Std. err. adjusted for {res:467} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0135968{col 47}{space 2} .0603027{col 58}{space 1}   -0.23{col 67}{space 3}0.822{col 75}{space 4}-.1320957{col 88}{space 3} .1049021
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1037138{col 47}{space 2}  .049151{col 58}{space 1}    2.11{col 67}{space 3}0.035{col 75}{space 4} .0071287{col 88}{space 3} .2002988
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0414689{col 47}{space 2} .0201229{col 58}{space 1}    2.06{col 67}{space 3}0.040{col 75}{space 4}  .001926{col 88}{space 3} .0810119
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0593204{col 47}{space 2}   .02448{col 58}{space 1}    2.42{col 67}{space 3}0.016{col 75}{space 4} .0112156{col 88}{space 3} .1074252
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0117884{col 47}{space 2} .0077568{col 58}{space 1}    1.52{col 67}{space 3}0.129{col 75}{space 4}-.0034543{col 88}{space 3} .0270311
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-7.85e-06{col 47}{space 2} .0000354{col 58}{space 1}   -0.22{col 67}{space 3}0.825{col 75}{space 4}-.0000774{col 88}{space 3} .0000618
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0126557{col 47}{space 2}   .00725{col 58}{space 1}   -1.75{col 67}{space 3}0.082{col 75}{space 4}-.0269025{col 88}{space 3}  .001591
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0810586{col 47}{space 2}   .02814{col 58}{space 1}    2.88{col 67}{space 3}0.004{col 75}{space 4} .0257615{col 88}{space 3} .1363557
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0168062{col 47}{space 2} .0097652{col 58}{space 1}    1.72{col 67}{space 3}0.086{col 75}{space 4}-.0023829{col 88}{space 3} .0359954
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0302627{col 47}{space 2} .0161799{col 58}{space 1}    1.87{col 67}{space 3}0.062{col 75}{space 4} -.001532{col 88}{space 3} .0620573
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0211565{col 47}{space 2} .0126457{col 58}{space 1}    1.67{col 67}{space 3}0.095{col 75}{space 4}-.0036931{col 88}{space 3} .0460061
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0190623{col 47}{space 2} .0197702{col 58}{space 1}    0.96{col 67}{space 3}0.335{col 75}{space 4}-.0197876{col 88}{space 3} .0579121
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0435437{col 47}{space 2} .0097282{col 58}{space 1}    4.48{col 67}{space 3}0.000{col 75}{space 4}  .024427{col 88}{space 3} .0626603
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0602352{col 47}{space 2} .0130248{col 58}{space 1}    4.62{col 67}{space 3}0.000{col 75}{space 4} .0346406{col 88}{space 3} .0858299
{txt}{space 33} {c |}
{space 22}oesch3class {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2} .0238209{col 47}{space 2} .0135696{col 58}{space 1}    1.76{col 67}{space 3}0.080{col 75}{space 4}-.0028443{col 88}{space 3}  .050486
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2} .0299842{col 47}{space 2} .0088673{col 58}{space 1}    3.38{col 67}{space 3}0.001{col 75}{space 4} .0125593{col 88}{space 3} .0474091
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} -.016767{col 47}{space 2} .0581672{col 58}{space 1}   -0.29{col 67}{space 3}0.773{col 75}{space 4}-.1310695{col 88}{space 3} .0975354
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0634452{col 47}{space 2} .0655049{col 58}{space 1}    0.97{col 67}{space 3}0.333{col 75}{space 4}-.0652763{col 88}{space 3} .1921667
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} -.088236{col 47}{space 2} .0523456{col 58}{space 1}   -1.69{col 67}{space 3}0.093{col 75}{space 4}-.1910986{col 88}{space 3} .0146267
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1343834{col 47}{space 2} .0564104{col 58}{space 1}   -2.38{col 67}{space 3}0.018{col 75}{space 4}-.2452337{col 88}{space 3} -.023533
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.08e-07{col 47}{space 2} 3.12e-08{col 58}{space 1}   -3.47{col 67}{space 3}0.001{col 75}{space 4}-1.69e-07{col 88}{space 3}-4.69e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.54e-08{col 47}{space 2} 3.53e-08{col 58}{space 1}    0.44{col 67}{space 3}0.663{col 75}{space 4}-5.40e-08{col 88}{space 3} 8.49e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0005398{col 47}{space 2} .0002717{col 58}{space 1}   -1.99{col 67}{space 3}0.048{col 75}{space 4}-.0010737{col 88}{space 3}-5.90e-06
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0001039{col 47}{space 2} .0001369{col 58}{space 1}    0.76{col 67}{space 3}0.448{col 75}{space 4}-.0001652{col 88}{space 3}  .000373
{txt}{space 28}_cons {c |}{col 35}{res}{space 2}-.2766291{col 47}{space 2} .3112766{col 58}{space 1}   -0.89{col 67}{space 3}0.375{col 75}{space 4}-.8883087{col 88}{space 3} .3350505
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       59{col 30}{space 1}        0{col 42}{result}{space 1}       59{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:2,025}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1037138{col 38}{space 2}  .049151{col 49}{space 1}    2.11{col 58}{space 3}0.035{col 66}{space 4} .0073796{col 79}{space 3}  .200048
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0154778{col 38}{space 2}  .025373{col 49}{space 1}    0.61{col 58}{space 3}0.542{col 66}{space 4}-.0342523{col 79}{space 3} .0652079
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0306696{col 38}{space 2} .0361427{col 49}{space 1}   -0.85{col 58}{space 3}0.396{col 66}{space 4} -.101508{col 79}{space 3} .0401688
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}(dropped 1 {browse "http://scorreia.com/research/singletons.pdf":singleton observations})
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     1,833
{txt}Absorbing 2 HDFE groups{col 51}F({res}  26{txt},{res}    452{txt}){col 67}= {res}     14.55
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2367
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2000
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1478
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       453{txt}{col 51}Root MSE{col 67}= {res}    0.1530

{txt}{ralign 99:(Std. err. adjusted for {res:453} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0128396{col 47}{space 2} .0582157{col 58}{space 1}    0.22{col 67}{space 3}0.826{col 75}{space 4}-.1015673{col 88}{space 3} .1272466
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1022748{col 47}{space 2} .0490019{col 58}{space 1}    2.09{col 67}{space 3}0.037{col 75}{space 4} .0059749{col 88}{space 3} .1985747
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0609171{col 47}{space 2} .0196233{col 58}{space 1}    3.10{col 67}{space 3}0.002{col 75}{space 4} .0223529{col 88}{space 3} .0994814
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0663399{col 47}{space 2}  .024726{col 58}{space 1}    2.68{col 67}{space 3}0.008{col 75}{space 4} .0177478{col 88}{space 3}  .114932
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}  .014041{col 47}{space 2}  .007959{col 58}{space 1}    1.76{col 67}{space 3}0.078{col 75}{space 4}-.0016002{col 88}{space 3} .0296822
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000225{col 47}{space 2} .0000367{col 58}{space 1}   -0.61{col 67}{space 3}0.540{col 75}{space 4}-.0000945{col 88}{space 3} .0000496
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0080251{col 47}{space 2} .0082938{col 58}{space 1}   -0.97{col 67}{space 3}0.334{col 75}{space 4}-.0243243{col 88}{space 3} .0082742
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0641719{col 47}{space 2} .0295851{col 58}{space 1}    2.17{col 67}{space 3}0.031{col 75}{space 4} .0060305{col 88}{space 3} .1223132
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0185183{col 47}{space 2} .0099909{col 58}{space 1}    1.85{col 67}{space 3}0.064{col 75}{space 4}-.0011161{col 88}{space 3} .0381527
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0339057{col 47}{space 2} .0165248{col 58}{space 1}    2.05{col 67}{space 3}0.041{col 75}{space 4} .0014308{col 88}{space 3} .0663806
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0099137{col 47}{space 2} .0142663{col 58}{space 1}    0.69{col 67}{space 3}0.487{col 75}{space 4}-.0181228{col 88}{space 3} .0379502
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0031914{col 47}{space 2} .0213365{col 58}{space 1}    0.15{col 67}{space 3}0.881{col 75}{space 4}-.0387396{col 88}{space 3} .0451224
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0510133{col 47}{space 2} .0099941{col 58}{space 1}    5.10{col 67}{space 3}0.000{col 75}{space 4} .0313727{col 88}{space 3} .0706539
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0645744{col 47}{space 2} .0133023{col 58}{space 1}    4.85{col 67}{space 3}0.000{col 75}{space 4} .0384324{col 88}{space 3} .0907165
{txt}{space 33} {c |}
{space 22}oesch3class {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2} .0433638{col 47}{space 2} .0148632{col 58}{space 1}    2.92{col 67}{space 3}0.004{col 75}{space 4} .0141543{col 88}{space 3} .0725732
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2}  .033851{col 47}{space 2} .0094509{col 58}{space 1}    3.58{col 67}{space 3}0.000{col 75}{space 4} .0152779{col 88}{space 3} .0524241
{txt}{space 33} {c |}
{space 26}inc_cat {c |}
{space 19}Middle Income  {c |}{col 35}{res}{space 2}-.0076359{col 47}{space 2} .0099717{col 58}{space 1}   -0.77{col 67}{space 3}0.444{col 75}{space 4}-.0272326{col 88}{space 3} .0119609
{txt}{space 21}High Income  {c |}{col 35}{res}{space 2}-.0001162{col 47}{space 2} .0109846{col 58}{space 1}   -0.01{col 67}{space 3}0.992{col 75}{space 4}-.0217035{col 88}{space 3} .0214711
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0350246{col 47}{space 2} .0554468{col 58}{space 1}   -0.63{col 67}{space 3}0.528{col 75}{space 4}  -.14399{col 88}{space 3} .0739409
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0815429{col 47}{space 2} .0641891{col 58}{space 1}    1.27{col 67}{space 3}0.205{col 75}{space 4}-.0446031{col 88}{space 3} .2076889
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0834734{col 47}{space 2} .0517771{col 58}{space 1}   -1.61{col 67}{space 3}0.108{col 75}{space 4}-.1852271{col 88}{space 3} .0182804
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} -.128735{col 47}{space 2} .0573525{col 58}{space 1}   -2.24{col 67}{space 3}0.025{col 75}{space 4}-.2414457{col 88}{space 3}-.0160244
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.07e-07{col 47}{space 2} 3.19e-08{col 58}{space 1}   -3.35{col 67}{space 3}0.001{col 75}{space 4}-1.70e-07{col 88}{space 3}-4.41e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2}-1.79e-10{col 47}{space 2} 3.60e-08{col 58}{space 1}   -0.00{col 67}{space 3}0.996{col 75}{space 4}-7.10e-08{col 88}{space 3} 7.06e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0006674{col 47}{space 2} .0002888{col 58}{space 1}   -2.31{col 67}{space 3}0.021{col 75}{space 4}-.0012348{col 88}{space 3}-.0000999
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0001065{col 47}{space 2} .0001514{col 58}{space 1}    0.70{col 67}{space 3}0.482{col 75}{space 4}-.0001911{col 88}{space 3} .0004041
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} -.336319{col 47}{space 2} .3209139{col 58}{space 1}   -1.05{col 67}{space 3}0.295{col 75}{space 4}-.9669875{col 88}{space 3} .2943494
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       58{col 30}{space 1}        0{col 42}{result}{space 1}       58{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:1,833}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1022748{col 38}{space 2} .0490019{col 49}{space 1}    2.09{col 58}{space 3}0.037{col 66}{space 4} .0062327{col 79}{space 3} .1983168
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0188014{col 38}{space 2}  .028148{col 49}{space 1}    0.67{col 58}{space 3}0.504{col 66}{space 4}-.0363678{col 79}{space 3} .0739705
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0264603{col 38}{space 2} .0382736{col 49}{space 1}   -0.69{col 58}{space 3}0.489{col 66}{space 4}-.1014751{col 79}{space 3} .0485545
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,521
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    629{txt}){col 67}= {res}    115.26
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2034
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1974
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1527
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       630{txt}{col 51}Root MSE{col 67}= {res}    0.2242

{txt}{ralign 99:(Std. err. adjusted for {res:630} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0922481{col 47}{space 2} .0287706{col 58}{space 1}   -3.21{col 67}{space 3}0.001{col 75}{space 4}-.1487462{col 88}{space 3}  -.03575
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0588567{col 47}{space 2} .0227183{col 58}{space 1}    2.59{col 67}{space 3}0.010{col 75}{space 4} .0142437{col 88}{space 3} .1034696
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0885576{col 47}{space 2} .0089651{col 58}{space 1}    9.88{col 67}{space 3}0.000{col 75}{space 4} .0709525{col 88}{space 3} .1061627
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1689893{col 47}{space 2}  .009406{col 58}{space 1}   17.97{col 67}{space 3}0.000{col 75}{space 4} .1505184{col 88}{space 3} .1874602
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0001271{col 47}{space 2} .0041555{col 58}{space 1}   -0.03{col 67}{space 3}0.976{col 75}{space 4}-.0082875{col 88}{space 3} .0080333
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000364{col 47}{space 2} .0000183{col 58}{space 1}   -1.98{col 67}{space 3}0.048{col 75}{space 4}-.0000724{col 88}{space 3}-3.75e-07
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1096186{col 47}{space 2} .0042225{col 58}{space 1}  -25.96{col 67}{space 3}0.000{col 75}{space 4}-.1179105{col 88}{space 3}-.1013267
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0453365{col 47}{space 2} .0151753{col 58}{space 1}    2.99{col 67}{space 3}0.003{col 75}{space 4} .0155362{col 88}{space 3} .0751368
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0107615{col 47}{space 2}  .005628{col 58}{space 1}    1.91{col 67}{space 3}0.056{col 75}{space 4}-.0002905{col 88}{space 3} .0218136
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .032867{col 47}{space 2} .0079888{col 58}{space 1}    4.11{col 67}{space 3}0.000{col 75}{space 4} .0171791{col 88}{space 3}  .048555
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0218683{col 47}{space 2} .0068526{col 58}{space 1}    3.19{col 67}{space 3}0.001{col 75}{space 4} .0084116{col 88}{space 3}  .035325
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0385547{col 47}{space 2} .0101049{col 58}{space 1}    3.82{col 67}{space 3}0.000{col 75}{space 4} .0187114{col 88}{space 3}  .058398
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0387622{col 47}{space 2}  .028568{col 58}{space 1}    1.36{col 67}{space 3}0.175{col 75}{space 4}-.0173379{col 88}{space 3} .0948623
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0290569{col 47}{space 2} .0290615{col 58}{space 1}    1.00{col 67}{space 3}0.318{col 75}{space 4}-.0280124{col 88}{space 3} .0861262
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.1018207{col 47}{space 2} .0251833{col 58}{space 1}   -4.04{col 67}{space 3}0.000{col 75}{space 4}-.1512742{col 88}{space 3}-.0523671
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} -.036291{col 47}{space 2} .0280645{col 58}{space 1}   -1.29{col 67}{space 3}0.196{col 75}{space 4}-.0914023{col 88}{space 3} .0188204
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.07e-08{col 47}{space 2} 1.78e-08{col 58}{space 1}   -0.60{col 67}{space 3}0.549{col 75}{space 4}-4.56e-08{col 88}{space 3} 2.42e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 3.81e-08{col 47}{space 2} 1.93e-08{col 58}{space 1}    1.97{col 67}{space 3}0.049{col 75}{space 4} 1.62e-10{col 88}{space 3} 7.59e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0002438{col 47}{space 2} .0001496{col 58}{space 1}    1.63{col 67}{space 3}0.104{col 75}{space 4}  -.00005{col 88}{space 3} .0005375
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0002033{col 47}{space 2} .0000743{col 58}{space 1}   -2.73{col 67}{space 3}0.006{col 75}{space 4}-.0003492{col 88}{space 3}-.0000573
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .5359879{col 47}{space 2} .1710222{col 58}{space 1}    3.13{col 67}{space 3}0.002{col 75}{space 4} .2001444{col 88}{space 3} .8718315
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,521}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0588567{col 38}{space 2} .0227183{col 49}{space 1}    2.59{col 58}{space 3}0.010{col 66}{space 4} .0143296{col 79}{space 3} .1033837
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2} -.042964{col 38}{space 2}  .017136{col 49}{space 1}   -2.51{col 58}{space 3}0.012{col 66}{space 4}-.0765499{col 79}{space 3}-.0093781
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0225657{col 38}{space 2} .0199649{col 49}{space 1}    1.13{col 58}{space 3}0.258{col 66}{space 4}-.0165649{col 79}{space 3} .0616962
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,192
{txt}Absorbing 2 HDFE groups{col 51}F({res}  22{txt},{res}    627{txt}){col 67}= {res}    103.10
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2078
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2016
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1597
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       628{txt}{col 51}Root MSE{col 67}= {res}    0.2236

{txt}{ralign 99:(Std. err. adjusted for {res:628} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0912069{col 47}{space 2} .0293293{col 58}{space 1}   -3.11{col 67}{space 3}0.002{col 75}{space 4}-.1488024{col 88}{space 3}-.0336115
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0501391{col 47}{space 2} .0229084{col 58}{space 1}    2.19{col 67}{space 3}0.029{col 75}{space 4} .0051526{col 88}{space 3} .0951257
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0803404{col 47}{space 2} .0092338{col 58}{space 1}    8.70{col 67}{space 3}0.000{col 75}{space 4} .0622074{col 88}{space 3} .0984733
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1367561{col 47}{space 2} .0113445{col 58}{space 1}   12.05{col 67}{space 3}0.000{col 75}{space 4} .1144782{col 88}{space 3} .1590339
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0026352{col 47}{space 2} .0041468{col 58}{space 1}   -0.64{col 67}{space 3}0.525{col 75}{space 4}-.0107784{col 88}{space 3} .0055081
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000108{col 47}{space 2} .0000192{col 58}{space 1}   -0.56{col 67}{space 3}0.573{col 75}{space 4}-.0000485{col 88}{space 3} .0000268
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1047187{col 47}{space 2} .0042668{col 58}{space 1}  -24.54{col 67}{space 3}0.000{col 75}{space 4}-.1130976{col 88}{space 3}-.0963398
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .046325{col 47}{space 2} .0155872{col 58}{space 1}    2.97{col 67}{space 3}0.003{col 75}{space 4} .0157156{col 88}{space 3} .0769345
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0071186{col 47}{space 2} .0056634{col 58}{space 1}    1.26{col 67}{space 3}0.209{col 75}{space 4}-.0040029{col 88}{space 3} .0182401
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0333383{col 47}{space 2} .0082606{col 58}{space 1}    4.04{col 67}{space 3}0.000{col 75}{space 4} .0171164{col 88}{space 3} .0495602
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .017146{col 47}{space 2} .0069187{col 58}{space 1}    2.48{col 67}{space 3}0.013{col 75}{space 4} .0035594{col 88}{space 3} .0307325
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0283719{col 47}{space 2} .0102342{col 58}{space 1}    2.77{col 67}{space 3}0.006{col 75}{space 4} .0082744{col 88}{space 3} .0484695
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0272098{col 47}{space 2} .0079444{col 58}{space 1}    3.43{col 67}{space 3}0.001{col 75}{space 4} .0116089{col 88}{space 3} .0428107
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}  .075566{col 47}{space 2} .0096746{col 58}{space 1}    7.81{col 67}{space 3}0.000{col 75}{space 4} .0565675{col 88}{space 3} .0945645
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0394776{col 47}{space 2} .0290067{col 58}{space 1}    1.36{col 67}{space 3}0.174{col 75}{space 4}-.0174845{col 88}{space 3} .0964397
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0414402{col 47}{space 2} .0297745{col 58}{space 1}    1.39{col 67}{space 3}0.164{col 75}{space 4}-.0170297{col 88}{space 3} .0999101
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0961225{col 47}{space 2} .0253299{col 58}{space 1}   -3.79{col 67}{space 3}0.000{col 75}{space 4}-.1458642{col 88}{space 3}-.0463807
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0115075{col 47}{space 2} .0285779{col 58}{space 1}   -0.40{col 67}{space 3}0.687{col 75}{space 4}-.0676274{col 88}{space 3} .0446124
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.07e-08{col 47}{space 2} 1.83e-08{col 58}{space 1}   -0.58{col 67}{space 3}0.560{col 75}{space 4}-4.65e-08{col 88}{space 3} 2.52e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 4.79e-08{col 47}{space 2} 1.96e-08{col 58}{space 1}    2.45{col 67}{space 3}0.015{col 75}{space 4} 9.45e-09{col 88}{space 3} 8.63e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0002358{col 47}{space 2} .0001549{col 58}{space 1}    1.52{col 67}{space 3}0.128{col 75}{space 4}-.0000683{col 88}{space 3} .0005399
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0002139{col 47}{space 2} .0000753{col 58}{space 1}   -2.84{col 67}{space 3}0.005{col 75}{space 4}-.0003619{col 88}{space 3} -.000066
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .5717087{col 47}{space 2} .1712302{col 58}{space 1}    3.34{col 67}{space 3}0.001{col 75}{space 4} .2354547{col 88}{space 3} .9079627
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,192}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0501391{col 38}{space 2} .0229084{col 49}{space 1}    2.19{col 58}{space 3}0.029{col 66}{space 4} .0052394{col 79}{space 3} .0950388
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0459833{col 38}{space 2} .0171744{col 49}{space 1}   -2.68{col 58}{space 3}0.007{col 66}{space 4}-.0796446{col 79}{space 3}-.0123221
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0386317{col 38}{space 2} .0203562{col 49}{space 1}    1.90{col 58}{space 3}0.058{col 66}{space 4}-.0012657{col 79}{space 3}  .078529
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 5 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     6,823
{txt}Absorbing 2 HDFE groups{col 51}F({res}  24{txt},{res}    586{txt}){col 67}= {res}     57.04
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2137
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2033
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1480
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       587{txt}{col 51}Root MSE{col 67}= {res}    0.2192

{txt}{ralign 99:(Std. err. adjusted for {res:587} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0885601{col 47}{space 2} .0370764{col 58}{space 1}   -2.39{col 67}{space 3}0.017{col 75}{space 4}-.1613789{col 88}{space 3}-.0157412
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0971421{col 47}{space 2} .0338738{col 58}{space 1}    2.87{col 67}{space 3}0.004{col 75}{space 4} .0306133{col 88}{space 3} .1636709
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0620298{col 47}{space 2} .0109054{col 58}{space 1}    5.69{col 67}{space 3}0.000{col 75}{space 4} .0406113{col 88}{space 3} .0834483
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1079645{col 47}{space 2} .0135943{col 58}{space 1}    7.94{col 67}{space 3}0.000{col 75}{space 4}  .081265{col 88}{space 3}  .134664
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0001358{col 47}{space 2} .0055721{col 58}{space 1}   -0.02{col 67}{space 3}0.981{col 75}{space 4}-.0110795{col 88}{space 3} .0108079
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000282{col 47}{space 2} .0000302{col 58}{space 1}    0.93{col 67}{space 3}0.350{col 75}{space 4}-.0000311{col 88}{space 3} .0000876
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1052331{col 47}{space 2} .0053076{col 58}{space 1}  -19.83{col 67}{space 3}0.000{col 75}{space 4}-.1156574{col 88}{space 3}-.0948088
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0244377{col 47}{space 2} .0187749{col 58}{space 1}    1.30{col 67}{space 3}0.194{col 75}{space 4}-.0124366{col 88}{space 3}  .061312
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0008407{col 47}{space 2} .0073259{col 58}{space 1}    0.11{col 67}{space 3}0.909{col 75}{space 4}-.0135475{col 88}{space 3} .0152289
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0269582{col 47}{space 2} .0106642{col 58}{space 1}    2.53{col 67}{space 3}0.012{col 75}{space 4} .0060135{col 88}{space 3} .0479028
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0072449{col 47}{space 2} .0100962{col 58}{space 1}    0.72{col 67}{space 3}0.473{col 75}{space 4}-.0125843{col 88}{space 3}  .027074
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .011452{col 47}{space 2} .0139604{col 58}{space 1}    0.82{col 67}{space 3}0.412{col 75}{space 4}-.0159666{col 88}{space 3} .0388705
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .036774{col 47}{space 2} .0105559{col 58}{space 1}    3.48{col 67}{space 3}0.001{col 75}{space 4}  .016042{col 88}{space 3} .0575059
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0827138{col 47}{space 2}  .013251{col 58}{space 1}    6.24{col 67}{space 3}0.000{col 75}{space 4} .0566885{col 88}{space 3}  .108739
{txt}{space 33} {c |}
{space 22}oesch3class {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2} .0484277{col 47}{space 2} .0107162{col 58}{space 1}    4.52{col 67}{space 3}0.000{col 75}{space 4} .0273808{col 88}{space 3} .0694745
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2} .0433257{col 47}{space 2} .0071434{col 58}{space 1}    6.07{col 67}{space 3}0.000{col 75}{space 4}  .029296{col 88}{space 3} .0573554
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0296261{col 47}{space 2} .0343864{col 58}{space 1}    0.86{col 67}{space 3}0.389{col 75}{space 4}-.0379095{col 88}{space 3} .0971616
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0140091{col 47}{space 2} .0366677{col 58}{space 1}    0.38{col 67}{space 3}0.703{col 75}{space 4} -.058007{col 88}{space 3} .0860251
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.1065019{col 47}{space 2} .0373714{col 58}{space 1}   -2.85{col 67}{space 3}0.005{col 75}{space 4}-.1799002{col 88}{space 3}-.0331036
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0465596{col 47}{space 2} .0403871{col 58}{space 1}   -1.15{col 67}{space 3}0.249{col 75}{space 4}-.1258808{col 88}{space 3} .0327615
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.12e-08{col 47}{space 2} 2.40e-08{col 58}{space 1}   -0.47{col 67}{space 3}0.641{col 75}{space 4}-5.82e-08{col 88}{space 3} 3.59e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 2.10e-08{col 47}{space 2} 2.82e-08{col 58}{space 1}    0.74{col 67}{space 3}0.457{col 75}{space 4}-3.44e-08{col 88}{space 3} 7.65e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0002932{col 47}{space 2} .0001987{col 58}{space 1}    1.48{col 67}{space 3}0.141{col 75}{space 4}-.0000971{col 88}{space 3} .0006836
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001551{col 47}{space 2} .0001027{col 58}{space 1}   -1.51{col 67}{space 3}0.132{col 75}{space 4}-.0003569{col 88}{space 3} .0000466
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .3908809{col 47}{space 2} .2118677{col 58}{space 1}    1.84{col 67}{space 3}0.066{col 75}{space 4}-.0252316{col 88}{space 3} .8069933
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:6,823}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0971421{col 38}{space 2} .0338738{col 49}{space 1}    2.87{col 58}{space 3}0.004{col 66}{space 4} .0307507{col 79}{space 3} .1635335
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0093598{col 38}{space 2} .0231568{col 49}{space 1}   -0.40{col 58}{space 3}0.686{col 66}{space 4}-.0547463{col 79}{space 3} .0360267
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0505825{col 38}{space 2} .0256549{col 49}{space 1}    1.97{col 58}{space 3}0.049{col 66}{space 4} .0002997{col 79}{space 3} .1008652
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 5 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     6,210
{txt}Absorbing 2 HDFE groups{col 51}F({res}  26{txt},{res}    574{txt}){col 67}= {res}     49.86
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2198
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2082
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1504
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       575{txt}{col 51}Root MSE{col 67}= {res}    0.2186

{txt}{ralign 99:(Std. err. adjusted for {res:575} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.1112536{col 47}{space 2}  .037333{col 58}{space 1}   -2.98{col 67}{space 3}0.003{col 75}{space 4}-.1845795{col 88}{space 3}-.0379277
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0766564{col 47}{space 2} .0352295{col 58}{space 1}    2.18{col 67}{space 3}0.030{col 75}{space 4}  .007462{col 88}{space 3} .1458508
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0626438{col 47}{space 2}  .011399{col 58}{space 1}    5.50{col 67}{space 3}0.000{col 75}{space 4}  .040255{col 88}{space 3} .0850326
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1053025{col 47}{space 2} .0137343{col 58}{space 1}    7.67{col 67}{space 3}0.000{col 75}{space 4} .0783268{col 88}{space 3} .1322782
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0040103{col 47}{space 2} .0058605{col 58}{space 1}    0.68{col 67}{space 3}0.494{col 75}{space 4}-.0075003{col 88}{space 3}  .015521
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000222{col 47}{space 2}  .000032{col 58}{space 1}    0.69{col 67}{space 3}0.489{col 75}{space 4}-.0000407{col 88}{space 3}  .000085
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0982284{col 47}{space 2} .0065184{col 58}{space 1}  -15.07{col 67}{space 3}0.000{col 75}{space 4}-.1110312{col 88}{space 3}-.0854255
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .029833{col 47}{space 2} .0188798{col 58}{space 1}    1.58{col 67}{space 3}0.115{col 75}{space 4}-.0072488{col 88}{space 3} .0669149
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0003517{col 47}{space 2} .0074264{col 58}{space 1}    0.05{col 67}{space 3}0.962{col 75}{space 4}-.0142346{col 88}{space 3}  .014938
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0277713{col 47}{space 2}  .011221{col 58}{space 1}    2.47{col 67}{space 3}0.014{col 75}{space 4} .0057321{col 88}{space 3} .0498106
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0005971{col 47}{space 2} .0103504{col 58}{space 1}    0.06{col 67}{space 3}0.954{col 75}{space 4}-.0197322{col 88}{space 3} .0209263
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0038457{col 47}{space 2} .0145847{col 58}{space 1}    0.26{col 67}{space 3}0.792{col 75}{space 4}-.0248002{col 88}{space 3} .0324916
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .036595{col 47}{space 2} .0111995{col 58}{space 1}    3.27{col 67}{space 3}0.001{col 75}{space 4}  .014598{col 88}{space 3}  .058592
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0768674{col 47}{space 2} .0136952{col 58}{space 1}    5.61{col 67}{space 3}0.000{col 75}{space 4} .0499687{col 88}{space 3} .1037662
{txt}{space 33} {c |}
{space 22}oesch3class {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2} .0542619{col 47}{space 2} .0114217{col 58}{space 1}    4.75{col 67}{space 3}0.000{col 75}{space 4} .0318285{col 88}{space 3} .0766953
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2} .0437876{col 47}{space 2} .0074928{col 58}{space 1}    5.84{col 67}{space 3}0.000{col 75}{space 4} .0290711{col 88}{space 3} .0585042
{txt}{space 33} {c |}
{space 26}inc_cat {c |}
{space 19}Middle Income  {c |}{col 35}{res}{space 2}-.0052548{col 47}{space 2} .0083518{col 58}{space 1}   -0.63{col 67}{space 3}0.529{col 75}{space 4}-.0216587{col 88}{space 3} .0111491
{txt}{space 21}High Income  {c |}{col 35}{res}{space 2} .0132505{col 47}{space 2} .0088849{col 58}{space 1}    1.49{col 67}{space 3}0.136{col 75}{space 4}-.0042003{col 88}{space 3} .0307014
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0446763{col 47}{space 2} .0360237{col 58}{space 1}    1.24{col 67}{space 3}0.215{col 75}{space 4} -.026078{col 88}{space 3} .1154306
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0341203{col 47}{space 2} .0376203{col 58}{space 1}    0.91{col 67}{space 3}0.365{col 75}{space 4}  -.03977{col 88}{space 3} .1080106
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} -.093242{col 47}{space 2} .0406527{col 58}{space 1}   -2.29{col 67}{space 3}0.022{col 75}{space 4}-.1730883{col 88}{space 3}-.0133958
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0392791{col 47}{space 2} .0410574{col 58}{space 1}   -0.96{col 67}{space 3}0.339{col 75}{space 4}  -.11992{col 88}{space 3} .0413619
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-7.76e-09{col 47}{space 2} 2.54e-08{col 58}{space 1}   -0.31{col 67}{space 3}0.760{col 75}{space 4}-5.76e-08{col 88}{space 3} 4.21e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.86e-08{col 47}{space 2} 2.98e-08{col 58}{space 1}    0.63{col 67}{space 3}0.532{col 75}{space 4}-3.98e-08{col 88}{space 3} 7.70e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0003944{col 47}{space 2}  .000204{col 58}{space 1}    1.93{col 67}{space 3}0.054{col 75}{space 4}-6.19e-06{col 88}{space 3}  .000795
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001482{col 47}{space 2} .0001056{col 58}{space 1}   -1.40{col 67}{space 3}0.161{col 75}{space 4}-.0003556{col 88}{space 3} .0000592
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .2230088{col 47}{space 2} .2224852{col 58}{space 1}    1.00{col 67}{space 3}0.317{col 75}{space 4}-.2139755{col 88}{space 3} .6599931
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:6,210}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0766564{col 38}{space 2} .0352295{col 49}{space 1}    2.18{col 58}{space 3}0.030{col 66}{space 4} .0076079{col 79}{space 3} .1457049
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0165856{col 38}{space 2} .0247248{col 49}{space 1}   -0.67{col 58}{space 3}0.502{col 66}{space 4}-.0650454{col 79}{space 3} .0318742
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0373773{col 38}{space 2} .0273002{col 49}{space 1}    1.37{col 58}{space 3}0.171{col 66}{space 4}-.0161301{col 79}{space 3} .0908848
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,225
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    627{txt}){col 67}= {res}     93.20
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1771
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1708
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1270
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       628{txt}{col 51}Root MSE{col 67}= {res}    0.2282

{txt}{ralign 99:(Std. err. adjusted for {res:628} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0570184{col 47}{space 2} .0308423{col 58}{space 1}   -1.85{col 67}{space 3}0.065{col 75}{space 4} -.117585{col 88}{space 3} .0035482
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1237364{col 47}{space 2}  .031535{col 58}{space 1}    3.92{col 67}{space 3}0.000{col 75}{space 4} .0618094{col 88}{space 3} .1856634
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0351684{col 47}{space 2} .0117833{col 58}{space 1}    2.98{col 67}{space 3}0.003{col 75}{space 4} .0120289{col 88}{space 3}  .058308
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1375116{col 47}{space 2} .0129175{col 58}{space 1}   10.65{col 67}{space 3}0.000{col 75}{space 4} .1121449{col 88}{space 3} .1628783
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} -.004619{col 47}{space 2} .0041991{col 58}{space 1}   -1.10{col 67}{space 3}0.272{col 75}{space 4}-.0128649{col 88}{space 3} .0036269
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000108{col 47}{space 2} .0000191{col 58}{space 1}   -0.57{col 67}{space 3}0.571{col 75}{space 4}-.0000483{col 88}{space 3} .0000266
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0956667{col 47}{space 2} .0042951{col 58}{space 1}  -22.27{col 67}{space 3}0.000{col 75}{space 4}-.1041013{col 88}{space 3}-.0872322
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .056458{col 47}{space 2} .0161695{col 58}{space 1}    3.49{col 67}{space 3}0.001{col 75}{space 4} .0247051{col 88}{space 3} .0882109
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .031435{col 47}{space 2}   .00548{col 58}{space 1}    5.74{col 67}{space 3}0.000{col 75}{space 4} .0206735{col 88}{space 3} .0421964
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0682949{col 47}{space 2} .0082056{col 58}{space 1}    8.32{col 67}{space 3}0.000{col 75}{space 4}  .052181{col 88}{space 3} .0844087
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0297761{col 47}{space 2} .0069598{col 58}{space 1}    4.28{col 67}{space 3}0.000{col 75}{space 4} .0161087{col 88}{space 3} .0434434
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0467894{col 47}{space 2} .0101986{col 58}{space 1}    4.59{col 67}{space 3}0.000{col 75}{space 4} .0267618{col 88}{space 3}  .066817
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0043417{col 47}{space 2} .0300304{col 58}{space 1}   -0.14{col 67}{space 3}0.885{col 75}{space 4}-.0633141{col 88}{space 3} .0546307
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0191913{col 47}{space 2} .0360513{col 58}{space 1}    0.53{col 67}{space 3}0.595{col 75}{space 4}-.0516047{col 88}{space 3} .0899872
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1284446{col 47}{space 2} .0332577{col 58}{space 1}   -3.86{col 67}{space 3}0.000{col 75}{space 4}-.1937546{col 88}{space 3}-.0631346
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1555891{col 47}{space 2} .0377098{col 58}{space 1}   -4.13{col 67}{space 3}0.000{col 75}{space 4}-.2296418{col 88}{space 3}-.0815364
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.74e-08{col 47}{space 2} 1.83e-08{col 58}{space 1}   -0.95{col 67}{space 3}0.341{col 75}{space 4}-5.34e-08{col 88}{space 3} 1.85e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 5.12e-08{col 47}{space 2} 2.00e-08{col 58}{space 1}    2.55{col 67}{space 3}0.011{col 75}{space 4} 1.18e-08{col 88}{space 3} 9.06e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0002868{col 47}{space 2} .0001579{col 58}{space 1}    1.82{col 67}{space 3}0.070{col 75}{space 4}-.0000234{col 88}{space 3} .0005969
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001771{col 47}{space 2} .0000759{col 58}{space 1}   -2.33{col 67}{space 3}0.020{col 75}{space 4}-.0003262{col 88}{space 3}-.0000279
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .6689321{col 47}{space 2} .1750447{col 58}{space 1}    3.82{col 67}{space 3}0.000{col 75}{space 4} .3251873{col 88}{space 3} 1.012677
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,225}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1237364{col 38}{space 2}  .031535{col 49}{space 1}    3.92{col 58}{space 3}0.000{col 66}{space 4}  .061929{col 79}{space 3} .1855438
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0047082{col 38}{space 2} .0157401{col 49}{space 1}   -0.30{col 58}{space 3}0.765{col 66}{space 4}-.0355582{col 79}{space 3} .0261418
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0318527{col 38}{space 2} .0213977{col 49}{space 1}   -1.49{col 58}{space 3}0.137{col 66}{space 4}-.0737915{col 79}{space 3} .0100861
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 6 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    11,192
{txt}Absorbing 2 HDFE groups{col 51}F({res}  22{txt},{res}    627{txt}){col 67}= {res}    105.01
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2077
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2015
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1596
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       628{txt}{col 51}Root MSE{col 67}= {res}    0.2236

{txt}{ralign 99:(Std. err. adjusted for {res:628} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0446427{col 47}{space 2} .0288748{col 58}{space 1}   -1.55{col 67}{space 3}0.123{col 75}{space 4}-.1013457{col 88}{space 3} .0120603
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1034264{col 47}{space 2} .0306597{col 58}{space 1}    3.37{col 67}{space 3}0.001{col 75}{space 4} .0432183{col 88}{space 3} .1636345
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0347202{col 47}{space 2}  .011134{col 58}{space 1}    3.12{col 67}{space 3}0.002{col 75}{space 4} .0128559{col 88}{space 3} .0565846
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0681456{col 47}{space 2} .0130144{col 58}{space 1}    5.24{col 67}{space 3}0.000{col 75}{space 4} .0425884{col 88}{space 3} .0937028
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} -.001998{col 47}{space 2} .0041203{col 58}{space 1}   -0.48{col 67}{space 3}0.628{col 75}{space 4}-.0100893{col 88}{space 3} .0060932
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000193{col 47}{space 2} .0000191{col 58}{space 1}   -1.01{col 67}{space 3}0.313{col 75}{space 4}-.0000568{col 88}{space 3} .0000183
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1039721{col 47}{space 2} .0042909{col 58}{space 1}  -24.23{col 67}{space 3}0.000{col 75}{space 4}-.1123983{col 88}{space 3}-.0955459
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0463898{col 47}{space 2} .0156607{col 58}{space 1}    2.96{col 67}{space 3}0.003{col 75}{space 4} .0156359{col 88}{space 3} .0771436
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0070029{col 47}{space 2} .0056518{col 58}{space 1}    1.24{col 67}{space 3}0.216{col 75}{space 4}-.0040958{col 88}{space 3} .0181016
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2}  .033589{col 47}{space 2} .0082676{col 58}{space 1}    4.06{col 67}{space 3}0.000{col 75}{space 4} .0173535{col 88}{space 3} .0498244
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0157376{col 47}{space 2} .0069114{col 58}{space 1}    2.28{col 67}{space 3}0.023{col 75}{space 4} .0021654{col 88}{space 3} .0293099
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0260403{col 47}{space 2} .0102082{col 58}{space 1}    2.55{col 67}{space 3}0.011{col 75}{space 4} .0059938{col 88}{space 3} .0460867
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0954799{col 47}{space 2} .0061888{col 58}{space 1}   15.43{col 67}{space 3}0.000{col 75}{space 4} .0833266{col 88}{space 3} .1076331
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1514387{col 47}{space 2} .0084098{col 58}{space 1}   18.01{col 67}{space 3}0.000{col 75}{space 4} .1349238{col 88}{space 3} .1679535
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0290503{col 47}{space 2} .0284514{col 58}{space 1}   -1.02{col 67}{space 3}0.308{col 75}{space 4}-.0849218{col 88}{space 3} .0268212
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0328091{col 47}{space 2} .0346893{col 58}{space 1}    0.95{col 67}{space 3}0.345{col 75}{space 4} -.035312{col 88}{space 3} .1009303
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1211385{col 47}{space 2} .0329241{col 58}{space 1}   -3.68{col 67}{space 3}0.000{col 75}{space 4}-.1857935{col 88}{space 3}-.0564836
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1017214{col 47}{space 2} .0364716{col 58}{space 1}   -2.79{col 67}{space 3}0.005{col 75}{space 4}-.1733426{col 88}{space 3}-.0301001
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.40e-08{col 47}{space 2} 1.83e-08{col 58}{space 1}   -0.76{col 67}{space 3}0.445{col 75}{space 4}-4.99e-08{col 88}{space 3} 2.19e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 4.14e-08{col 47}{space 2} 2.00e-08{col 58}{space 1}    2.07{col 67}{space 3}0.039{col 75}{space 4} 2.14e-09{col 88}{space 3} 8.07e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0001262{col 47}{space 2} .0001565{col 58}{space 1}    0.81{col 67}{space 3}0.420{col 75}{space 4}-.0001811{col 88}{space 3} .0004335
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001917{col 47}{space 2} .0000749{col 58}{space 1}   -2.56{col 67}{space 3}0.011{col 75}{space 4}-.0003389{col 88}{space 3}-.0000446
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .5499784{col 47}{space 2} .1704182{col 58}{space 1}    3.23{col 67}{space 3}0.001{col 75}{space 4} .2153188{col 88}{space 3} .8846379
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 57}{lalign 13:Number of obs}{col 70} = {res}{ralign 6:11,192}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1034264{col 38}{space 2} .0306597{col 49}{space 1}    3.37{col 58}{space 3}0.001{col 66}{space 4} .0433346{col 79}{space 3} .1635183
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0177121{col 38}{space 2} .0156351{col 49}{space 1}   -1.13{col 58}{space 3}0.257{col 66}{space 4}-.0483562{col 79}{space 3} .0129321
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} .0017051{col 38}{space 2} .0212251{col 49}{space 1}    0.08{col 58}{space 3}0.936{col 66}{space 4}-.0398954{col 79}{space 3} .0433056
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 5 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     6,823
{txt}Absorbing 2 HDFE groups{col 51}F({res}  24{txt},{res}    586{txt}){col 67}= {res}     56.93
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2130
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2026
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1472
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       587{txt}{col 51}Root MSE{col 67}= {res}    0.2193

{txt}{ralign 99:(Std. err. adjusted for {res:587} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.1015289{col 47}{space 2} .0434518{col 58}{space 1}   -2.34{col 67}{space 3}0.020{col 75}{space 4} -.186869{col 88}{space 3}-.0161887
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1088591{col 47}{space 2} .0493236{col 58}{space 1}    2.21{col 67}{space 3}0.028{col 75}{space 4} .0119866{col 88}{space 3} .2057317
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0303476{col 47}{space 2}  .015865{col 58}{space 1}    1.91{col 67}{space 3}0.056{col 75}{space 4}-.0008115{col 88}{space 3} .0615067
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0718103{col 47}{space 2} .0172254{col 58}{space 1}    4.17{col 67}{space 3}0.000{col 75}{space 4} .0379793{col 88}{space 3} .1056414
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0003344{col 47}{space 2} .0055446{col 58}{space 1}   -0.06{col 67}{space 3}0.952{col 75}{space 4}-.0112241{col 88}{space 3} .0105553
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000298{col 47}{space 2}   .00003{col 58}{space 1}    0.99{col 67}{space 3}0.321{col 75}{space 4}-.0000291{col 88}{space 3} .0000887
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.1051004{col 47}{space 2} .0053018{col 58}{space 1}  -19.82{col 67}{space 3}0.000{col 75}{space 4}-.1155133{col 88}{space 3}-.0946875
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0233483{col 47}{space 2} .0187857{col 58}{space 1}    1.24{col 67}{space 3}0.214{col 75}{space 4}-.0135473{col 88}{space 3} .0602439
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0004223{col 47}{space 2} .0073678{col 58}{space 1}    0.06{col 67}{space 3}0.954{col 75}{space 4}-.0140481{col 88}{space 3} .0148927
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0267008{col 47}{space 2} .0106635{col 58}{space 1}    2.50{col 67}{space 3}0.013{col 75}{space 4} .0057574{col 88}{space 3} .0476443
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0070019{col 47}{space 2}  .010144{col 58}{space 1}    0.69{col 67}{space 3}0.490{col 75}{space 4}-.0129212{col 88}{space 3} .0269251
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .010977{col 47}{space 2} .0139745{col 58}{space 1}    0.79{col 67}{space 3}0.432{col 75}{space 4}-.0164693{col 88}{space 3} .0384232
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0718336{col 47}{space 2} .0076536{col 58}{space 1}    9.39{col 67}{space 3}0.000{col 75}{space 4} .0568018{col 88}{space 3} .0868654
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1142499{col 47}{space 2}  .010845{col 58}{space 1}   10.53{col 67}{space 3}0.000{col 75}{space 4} .0929502{col 88}{space 3} .1355496
{txt}{space 33} {c |}
{space 22}oesch3class {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2} .0490132{col 47}{space 2} .0106428{col 58}{space 1}    4.61{col 67}{space 3}0.000{col 75}{space 4} .0281105{col 88}{space 3} .0699159
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2}   .04336{col 47}{space 2} .0071483{col 58}{space 1}    6.07{col 67}{space 3}0.000{col 75}{space 4} .0293206{col 88}{space 3} .0573994
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0352164{col 47}{space 2} .0435062{col 58}{space 1}    0.81{col 67}{space 3}0.419{col 75}{space 4}-.0502307{col 88}{space 3} .1206635
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0553595{col 47}{space 2} .0479818{col 58}{space 1}    1.15{col 67}{space 3}0.249{col 75}{space 4}-.0388776{col 88}{space 3} .1495967
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0912396{col 47}{space 2} .0506969{col 58}{space 1}   -1.80{col 67}{space 3}0.072{col 75}{space 4}-.1908093{col 88}{space 3}   .00833
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0670443{col 47}{space 2} .0551711{col 58}{space 1}   -1.22{col 67}{space 3}0.225{col 75}{space 4}-.1754015{col 88}{space 3}  .041313
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.25e-08{col 47}{space 2} 2.40e-08{col 58}{space 1}   -0.52{col 67}{space 3}0.603{col 75}{space 4}-5.97e-08{col 88}{space 3} 3.47e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.93e-08{col 47}{space 2} 2.88e-08{col 58}{space 1}    0.67{col 67}{space 3}0.504{col 75}{space 4}-3.73e-08{col 88}{space 3} 7.59e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0002112{col 47}{space 2} .0001997{col 58}{space 1}    1.06{col 67}{space 3}0.291{col 75}{space 4}-.0001809{col 88}{space 3} .0006034
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001431{col 47}{space 2} .0001031{col 58}{space 1}   -1.39{col 67}{space 3}0.166{col 75}{space 4}-.0003456{col 88}{space 3} .0000595
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .3984398{col 47}{space 2} .2110801{col 58}{space 1}    1.89{col 67}{space 3}0.060{col 75}{space 4}-.0161258{col 88}{space 3} .8130054
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:6,823}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1088591{col 38}{space 2} .0493236{col 49}{space 1}    2.21{col 58}{space 3}0.027{col 66}{space 4} .0121867{col 79}{space 3} .2055316
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0176195{col 38}{space 2} .0207255{col 49}{space 1}    0.85{col 58}{space 3}0.395{col 66}{space 4}-.0230018{col 79}{space 3} .0582408
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} .0418149{col 38}{space 2} .0257617{col 49}{space 1}    1.62{col 58}{space 3}0.105{col 66}{space 4}-.0086771{col 79}{space 3} .0923069
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 5 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     6,210
{txt}Absorbing 2 HDFE groups{col 51}F({res}  26{txt},{res}    574{txt}){col 67}= {res}     49.47
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2189
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2073
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1495
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       575{txt}{col 51}Root MSE{col 67}= {res}    0.2188

{txt}{ralign 99:(Std. err. adjusted for {res:575} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.1004398{col 47}{space 2} .0430539{col 58}{space 1}   -2.33{col 67}{space 3}0.020{col 75}{space 4}-.1850022{col 88}{space 3}-.0158773
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0717593{col 47}{space 2} .0508044{col 58}{space 1}    1.41{col 67}{space 3}0.158{col 75}{space 4}-.0280259{col 88}{space 3} .1715446
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0322641{col 47}{space 2} .0158683{col 58}{space 1}    2.03{col 67}{space 3}0.042{col 75}{space 4}  .001097{col 88}{space 3} .0634312
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}  .067254{col 47}{space 2} .0174387{col 58}{space 1}    3.86{col 67}{space 3}0.000{col 75}{space 4} .0330025{col 88}{space 3} .1015056
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0037238{col 47}{space 2} .0058436{col 58}{space 1}    0.64{col 67}{space 3}0.524{col 75}{space 4}-.0077538{col 88}{space 3} .0152013
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}  .000024{col 47}{space 2} .0000319{col 58}{space 1}    0.75{col 67}{space 3}0.452{col 75}{space 4}-.0000386{col 88}{space 3} .0000866
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0979698{col 47}{space 2} .0065407{col 58}{space 1}  -14.98{col 67}{space 3}0.000{col 75}{space 4}-.1108164{col 88}{space 3}-.0851231
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0284329{col 47}{space 2} .0188923{col 58}{space 1}    1.50{col 67}{space 3}0.133{col 75}{space 4}-.0086736{col 88}{space 3} .0655393
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0000627{col 47}{space 2} .0074726{col 58}{space 1}   -0.01{col 67}{space 3}0.993{col 75}{space 4}-.0147396{col 88}{space 3} .0146143
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0276754{col 47}{space 2} .0112312{col 58}{space 1}    2.46{col 67}{space 3}0.014{col 75}{space 4} .0056162{col 88}{space 3} .0497346
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0005338{col 47}{space 2} .0104011{col 58}{space 1}    0.05{col 67}{space 3}0.959{col 75}{space 4} -.019895{col 88}{space 3} .0209627
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0033223{col 47}{space 2} .0145932{col 58}{space 1}    0.23{col 67}{space 3}0.820{col 75}{space 4}-.0253403{col 88}{space 3} .0319848
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0748948{col 47}{space 2} .0081061{col 58}{space 1}    9.24{col 67}{space 3}0.000{col 75}{space 4} .0589736{col 88}{space 3} .0908159
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1157298{col 47}{space 2} .0110325{col 58}{space 1}   10.49{col 67}{space 3}0.000{col 75}{space 4} .0940609{col 88}{space 3} .1373988
{txt}{space 33} {c |}
{space 22}oesch3class {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2} .0548525{col 47}{space 2} .0113612{col 58}{space 1}    4.83{col 67}{space 3}0.000{col 75}{space 4} .0325378{col 88}{space 3} .0771671
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2}  .043805{col 47}{space 2} .0074965{col 58}{space 1}    5.84{col 67}{space 3}0.000{col 75}{space 4} .0290812{col 88}{space 3} .0585289
{txt}{space 33} {c |}
{space 26}inc_cat {c |}
{space 19}Middle Income  {c |}{col 35}{res}{space 2}-.0039569{col 47}{space 2} .0084931{col 58}{space 1}   -0.47{col 67}{space 3}0.641{col 75}{space 4}-.0206383{col 88}{space 3} .0127246
{txt}{space 21}High Income  {c |}{col 35}{res}{space 2} .0140625{col 47}{space 2} .0090257{col 58}{space 1}    1.56{col 67}{space 3}0.120{col 75}{space 4} -.003665{col 88}{space 3}   .03179
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0240616{col 47}{space 2} .0440389{col 58}{space 1}    0.55{col 67}{space 3}0.585{col 75}{space 4}-.0624353{col 88}{space 3} .1105586
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0457839{col 47}{space 2}   .04845{col 58}{space 1}    0.94{col 67}{space 3}0.345{col 75}{space 4}-.0493771{col 88}{space 3} .1409449
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0605871{col 47}{space 2} .0534227{col 58}{space 1}   -1.13{col 67}{space 3}0.257{col 75}{space 4} -.165515{col 88}{space 3} .0443407
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0420226{col 47}{space 2} .0565582{col 58}{space 1}   -0.74{col 67}{space 3}0.458{col 75}{space 4} -.153109{col 88}{space 3} .0690637
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-7.98e-09{col 47}{space 2} 2.55e-08{col 58}{space 1}   -0.31{col 67}{space 3}0.754{col 75}{space 4}-5.80e-08{col 88}{space 3} 4.21e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.75e-08{col 47}{space 2} 3.03e-08{col 58}{space 1}    0.58{col 67}{space 3}0.565{col 75}{space 4}-4.21e-08{col 88}{space 3} 7.70e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} .0003165{col 47}{space 2} .0002062{col 58}{space 1}    1.54{col 67}{space 3}0.125{col 75}{space 4}-.0000885{col 88}{space 3} .0007216
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001392{col 47}{space 2} .0001061{col 58}{space 1}   -1.31{col 67}{space 3}0.190{col 75}{space 4}-.0003476{col 88}{space 3} .0000693
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .2287293{col 47}{space 2} .2219316{col 58}{space 1}    1.03{col 67}{space 3}0.303{col 75}{space 4}-.2071677{col 88}{space 3} .6646263
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:6,210}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0717593{col 38}{space 2} .0508044{col 49}{space 1}    1.41{col 58}{space 3}0.158{col 66}{space 4}-.0278155{col 79}{space 3} .1713342
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0111722{col 38}{space 2} .0222829{col 49}{space 1}    0.50{col 58}{space 3}0.616{col 66}{space 4}-.0325014{col 79}{space 3} .0548458
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} .0297367{col 38}{space 2} .0271938{col 49}{space 1}    1.09{col 58}{space 3}0.274{col 66}{space 4}-.0235621{col 79}{space 3} .0830355
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,278
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    541{txt}){col 67}= {res}     50.54
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2581
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2395
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2315
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       542{txt}{col 51}Root MSE{col 67}= {res}    0.1613

{txt}{ralign 99:(Std. err. adjusted for {res:542} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0812431{col 47}{space 2} .0398358{col 58}{space 1}   -2.04{col 67}{space 3}0.042{col 75}{space 4}-.1594948{col 88}{space 3}-.0029913
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0075727{col 47}{space 2} .0314952{col 58}{space 1}    0.24{col 67}{space 3}0.810{col 75}{space 4}-.0542953{col 88}{space 3} .0694407
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .065442{col 47}{space 2} .0107153{col 58}{space 1}    6.11{col 67}{space 3}0.000{col 75}{space 4} .0443933{col 88}{space 3} .0864908
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}  .164451{col 47}{space 2} .0122056{col 58}{space 1}   13.47{col 67}{space 3}0.000{col 75}{space 4} .1404749{col 88}{space 3} .1884271
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0020701{col 47}{space 2} .0057189{col 58}{space 1}   -0.36{col 67}{space 3}0.718{col 75}{space 4}-.0133041{col 88}{space 3} .0091639
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000183{col 47}{space 2} .0000204{col 58}{space 1}   -0.90{col 67}{space 3}0.370{col 75}{space 4}-.0000584{col 88}{space 3} .0000218
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0769691{col 47}{space 2} .0059321{col 58}{space 1}  -12.98{col 67}{space 3}0.000{col 75}{space 4}-.0886218{col 88}{space 3}-.0653164
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0655063{col 47}{space 2} .0235769{col 58}{space 1}    2.78{col 67}{space 3}0.006{col 75}{space 4} .0191929{col 88}{space 3} .1118197
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0125999{col 47}{space 2}  .007589{col 58}{space 1}    1.66{col 67}{space 3}0.097{col 75}{space 4}-.0023075{col 88}{space 3} .0275074
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0284937{col 47}{space 2} .0120183{col 58}{space 1}    2.37{col 67}{space 3}0.018{col 75}{space 4} .0048855{col 88}{space 3} .0521019
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0423298{col 47}{space 2}  .010208{col 58}{space 1}    4.15{col 67}{space 3}0.000{col 75}{space 4} .0222777{col 88}{space 3} .0623819
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0546228{col 47}{space 2} .0148026{col 58}{space 1}    3.69{col 67}{space 3}0.000{col 75}{space 4} .0255451{col 88}{space 3} .0837005
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0844172{col 47}{space 2} .0388157{col 58}{space 1}    2.17{col 67}{space 3}0.030{col 75}{space 4} .0081692{col 88}{space 3} .1606651
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0660774{col 47}{space 2} .0396784{col 58}{space 1}    1.67{col 67}{space 3}0.096{col 75}{space 4}-.0118653{col 88}{space 3} .1440201
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0424395{col 47}{space 2} .0381475{col 58}{space 1}   -1.11{col 67}{space 3}0.266{col 75}{space 4}-.1173749{col 88}{space 3}  .032496
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}  .007988{col 47}{space 2} .0395274{col 58}{space 1}    0.20{col 67}{space 3}0.840{col 75}{space 4} -.069658{col 88}{space 3} .0856341
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 4.37e-08{col 47}{space 2} 2.46e-08{col 58}{space 1}    1.78{col 67}{space 3}0.076{col 75}{space 4}-4.59e-09{col 88}{space 3} 9.19e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.78e-08{col 47}{space 2} 2.92e-08{col 58}{space 1}    2.32{col 67}{space 3}0.021{col 75}{space 4} 1.05e-08{col 88}{space 3} 1.25e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001234{col 47}{space 2} .0002201{col 58}{space 1}   -0.56{col 67}{space 3}0.575{col 75}{space 4}-.0005558{col 88}{space 3}  .000309
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001146{col 47}{space 2} .0001072{col 58}{space 1}   -1.07{col 67}{space 3}0.285{col 75}{space 4}-.0003251{col 88}{space 3} .0000959
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .4788904{col 47}{space 2} .2492502{col 58}{space 1}    1.92{col 67}{space 3}0.055{col 75}{space 4}-.0107264{col 88}{space 3} .9685072
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,278}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0075727{col 38}{space 2} .0314952{col 49}{space 1}    0.24{col 58}{space 3}0.810{col 66}{space 4}-.0541569{col 79}{space 3} .0693023
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0348668{col 38}{space 2} .0258034{col 49}{space 1}   -1.35{col 58}{space 3}0.177{col 66}{space 4}-.0854405{col 79}{space 3} .0157069
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0155607{col 38}{space 2} .0278186{col 49}{space 1}    0.56{col 58}{space 3}0.576{col 66}{space 4}-.0389627{col 79}{space 3} .0700841
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,165
{txt}Absorbing 2 HDFE groups{col 51}F({res}  22{txt},{res}    540{txt}){col 67}= {res}     46.31
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2738
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2545
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2467
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       541{txt}{col 51}Root MSE{col 67}= {res}    0.1603

{txt}{ralign 99:(Std. err. adjusted for {res:541} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} -.084339{col 47}{space 2}  .039811{col 58}{space 1}   -2.12{col 67}{space 3}0.035{col 75}{space 4}-.1625424{col 88}{space 3}-.0061356
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0007854{col 47}{space 2} .0310394{col 58}{space 1}    0.03{col 67}{space 3}0.980{col 75}{space 4}-.0601874{col 88}{space 3} .0617581
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0580095{col 47}{space 2} .0110369{col 58}{space 1}    5.26{col 67}{space 3}0.000{col 75}{space 4} .0363289{col 88}{space 3} .0796901
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1292201{col 47}{space 2} .0140902{col 58}{space 1}    9.17{col 67}{space 3}0.000{col 75}{space 4} .1015418{col 88}{space 3} .1568985
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0016428{col 47}{space 2} .0057999{col 58}{space 1}   -0.28{col 67}{space 3}0.777{col 75}{space 4}-.0130359{col 88}{space 3} .0097503
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} 9.40e-06{col 47}{space 2} .0000211{col 58}{space 1}    0.44{col 67}{space 3}0.657{col 75}{space 4}-.0000321{col 88}{space 3} .0000509
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0724141{col 47}{space 2} .0060298{col 58}{space 1}  -12.01{col 67}{space 3}0.000{col 75}{space 4}-.0842588{col 88}{space 3}-.0605694
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0634017{col 47}{space 2} .0233842{col 58}{space 1}    2.71{col 67}{space 3}0.007{col 75}{space 4} .0174666{col 88}{space 3} .1093368
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0089942{col 47}{space 2} .0076713{col 58}{space 1}    1.17{col 67}{space 3}0.242{col 75}{space 4} -.006075{col 88}{space 3} .0240635
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0262607{col 47}{space 2} .0120943{col 58}{space 1}    2.17{col 67}{space 3}0.030{col 75}{space 4} .0025031{col 88}{space 3} .0500183
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0403092{col 47}{space 2} .0101127{col 58}{space 1}    3.99{col 67}{space 3}0.000{col 75}{space 4} .0204441{col 88}{space 3} .0601743
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0470776{col 47}{space 2} .0149153{col 58}{space 1}    3.16{col 67}{space 3}0.002{col 75}{space 4} .0177785{col 88}{space 3} .0763766
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0229562{col 47}{space 2} .0102186{col 58}{space 1}    2.25{col 67}{space 3}0.025{col 75}{space 4} .0028832{col 88}{space 3} .0430292
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0767908{col 47}{space 2} .0122738{col 58}{space 1}    6.26{col 67}{space 3}0.000{col 75}{space 4} .0526806{col 88}{space 3}  .100901
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0886543{col 47}{space 2} .0392442{col 58}{space 1}    2.26{col 67}{space 3}0.024{col 75}{space 4} .0115643{col 88}{space 3} .1657443
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0801432{col 47}{space 2} .0404059{col 58}{space 1}    1.98{col 67}{space 3}0.048{col 75}{space 4} .0007712{col 88}{space 3} .1595151
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0385022{col 47}{space 2} .0380763{col 58}{space 1}   -1.01{col 67}{space 3}0.312{col 75}{space 4} -.113298{col 88}{space 3} .0362936
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0221531{col 47}{space 2} .0389548{col 58}{space 1}    0.57{col 67}{space 3}0.570{col 75}{space 4}-.0543683{col 88}{space 3} .0986746
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 4.01e-08{col 47}{space 2} 2.48e-08{col 58}{space 1}    1.61{col 67}{space 3}0.107{col 75}{space 4}-8.68e-09{col 88}{space 3} 8.89e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.12e-08{col 47}{space 2} 2.97e-08{col 58}{space 1}    2.40{col 67}{space 3}0.017{col 75}{space 4} 1.28e-08{col 88}{space 3} 1.30e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0001097{col 47}{space 2} .0002216{col 58}{space 1}   -0.50{col 67}{space 3}0.621{col 75}{space 4} -.000545{col 88}{space 3} .0003255
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000918{col 47}{space 2} .0001078{col 58}{space 1}   -0.85{col 67}{space 3}0.394{col 75}{space 4}-.0003035{col 88}{space 3} .0001198
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .3833443{col 47}{space 2} .2515946{col 58}{space 1}    1.52{col 67}{space 3}0.128{col 75}{space 4}-.1108798{col 88}{space 3} .8775683
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,165}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0007854{col 38}{space 2} .0310394{col 49}{space 1}    0.03{col 58}{space 3}0.980{col 66}{space 4}-.0600507{col 79}{space 3} .0616215
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0377169{col 38}{space 2} .0262924{col 49}{space 1}   -1.43{col 58}{space 3}0.151{col 66}{space 4} -.089249{col 79}{space 3} .0138153
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0229385{col 38}{space 2} .0280279{col 49}{space 1}    0.82{col 58}{space 3}0.413{col 66}{space 4}-.0319951{col 79}{space 3} .0778721
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     1,976
{txt}Absorbing 2 HDFE groups{col 51}F({res}  24{txt},{res}    463{txt}){col 67}= {res}     28.80
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.3000
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2693
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2537
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       464{txt}{col 51}Root MSE{col 67}= {res}    0.1563

{txt}{ralign 99:(Std. err. adjusted for {res:464} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0764898{col 47}{space 2} .0527699{col 58}{space 1}   -1.45{col 67}{space 3}0.148{col 75}{space 4}-.1801878{col 88}{space 3} .0272083
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0121725{col 47}{space 2} .0395061{col 58}{space 1}    0.31{col 67}{space 3}0.758{col 75}{space 4}-.0654609{col 88}{space 3} .0898059
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0498922{col 47}{space 2} .0147234{col 58}{space 1}    3.39{col 67}{space 3}0.001{col 75}{space 4} .0209593{col 88}{space 3} .0788251
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0969957{col 47}{space 2} .0181656{col 58}{space 1}    5.34{col 67}{space 3}0.000{col 75}{space 4} .0612984{col 88}{space 3} .1326929
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0040125{col 47}{space 2} .0074378{col 58}{space 1}   -0.54{col 67}{space 3}0.590{col 75}{space 4}-.0186286{col 88}{space 3} .0106036
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000817{col 47}{space 2} .0000349{col 58}{space 1}    2.34{col 67}{space 3}0.020{col 75}{space 4} .0000131{col 88}{space 3} .0001502
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}  -.06911{col 47}{space 2} .0073345{col 58}{space 1}   -9.42{col 67}{space 3}0.000{col 75}{space 4} -.083523{col 88}{space 3}-.0546969
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0206981{col 47}{space 2} .0260796{col 58}{space 1}    0.79{col 67}{space 3}0.428{col 75}{space 4}-.0305509{col 88}{space 3} .0719471
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .002788{col 47}{space 2} .0094299{col 58}{space 1}    0.30{col 67}{space 3}0.768{col 75}{space 4}-.0157426{col 88}{space 3} .0213187
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0175289{col 47}{space 2} .0158868{col 58}{space 1}    1.10{col 67}{space 3}0.270{col 75}{space 4}-.0136903{col 88}{space 3} .0487481
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .038941{col 47}{space 2} .0138956{col 58}{space 1}    2.80{col 67}{space 3}0.005{col 75}{space 4} .0116348{col 88}{space 3} .0662472
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0474963{col 47}{space 2} .0190024{col 58}{space 1}    2.50{col 67}{space 3}0.013{col 75}{space 4} .0101547{col 88}{space 3} .0848379
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0402329{col 47}{space 2} .0147385{col 58}{space 1}    2.73{col 67}{space 3}0.007{col 75}{space 4} .0112702{col 88}{space 3} .0691956
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0925619{col 47}{space 2} .0178193{col 58}{space 1}    5.19{col 67}{space 3}0.000{col 75}{space 4} .0575452{col 88}{space 3} .1275786
{txt}{space 33} {c |}
{space 22}oesch3class {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2} .0189731{col 47}{space 2} .0139413{col 58}{space 1}    1.36{col 67}{space 3}0.174{col 75}{space 4}-.0084229{col 88}{space 3} .0463692
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2} .0519532{col 47}{space 2} .0092678{col 58}{space 1}    5.61{col 67}{space 3}0.000{col 75}{space 4} .0337411{col 88}{space 3} .0701652
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .105561{col 47}{space 2} .0494588{col 58}{space 1}    2.13{col 67}{space 3}0.033{col 75}{space 4} .0083695{col 88}{space 3} .2027525
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0979133{col 47}{space 2} .0548975{col 58}{space 1}    1.78{col 67}{space 3}0.075{col 75}{space 4}-.0099659{col 88}{space 3} .2057925
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} -.037092{col 47}{space 2} .0478276{col 58}{space 1}   -0.78{col 67}{space 3}0.438{col 75}{space 4} -.131078{col 88}{space 3}  .056894
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} -.014722{col 47}{space 2} .0470036{col 58}{space 1}   -0.31{col 67}{space 3}0.754{col 75}{space 4}-.1070889{col 88}{space 3} .0776448
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 5.92e-08{col 47}{space 2} 3.18e-08{col 58}{space 1}    1.86{col 67}{space 3}0.063{col 75}{space 4}-3.20e-09{col 88}{space 3} 1.22e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 9.74e-08{col 47}{space 2} 3.79e-08{col 58}{space 1}    2.57{col 67}{space 3}0.010{col 75}{space 4} 2.29e-08{col 88}{space 3} 1.72e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0003305{col 47}{space 2} .0002796{col 58}{space 1}   -1.18{col 67}{space 3}0.238{col 75}{space 4}-.0008798{col 88}{space 3} .0002189
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000188{col 47}{space 2} .0001432{col 58}{space 1}   -0.13{col 67}{space 3}0.896{col 75}{space 4}-.0003002{col 88}{space 3} .0002626
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .3552173{col 47}{space 2} .3022476{col 58}{space 1}    1.18{col 67}{space 3}0.240{col 75}{space 4}-.2387297{col 88}{space 3} .9491642
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       59{col 30}{space 1}        0{col 42}{result}{space 1}       59{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:1,976}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0121725{col 38}{space 2} .0395061{col 49}{space 1}    0.31{col 58}{space 3}0.758{col 66}{space 4} -.065258{col 79}{space 3}  .089603
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0249195{col 38}{space 2}   .03429{col 49}{space 1}   -0.73{col 58}{space 3}0.467{col 66}{space 4}-.0921266{col 79}{space 3} .0422876
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0025495{col 38}{space 2} .0335137{col 49}{space 1}   -0.08{col 58}{space 3}0.939{col 66}{space 4}-.0682351{col 79}{space 3}  .063136
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}(dropped 1 {browse "http://scorreia.com/research/singletons.pdf":singleton observations})
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     1,791
{txt}Absorbing 2 HDFE groups{col 51}F({res}  26{txt},{res}    450{txt}){col 67}= {res}     25.20
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.3111
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2771
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2609
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       451{txt}{col 51}Root MSE{col 67}= {res}    0.1545

{txt}{ralign 99:(Std. err. adjusted for {res:451} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0902347{col 47}{space 2} .0554073{col 58}{space 1}   -1.63{col 67}{space 3}0.104{col 75}{space 4}-.1991238{col 88}{space 3} .0186545
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0269307{col 47}{space 2} .0428626{col 58}{space 1}   -0.63{col 67}{space 3}0.530{col 75}{space 4}-.1111663{col 88}{space 3} .0573049
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .049317{col 47}{space 2} .0157828{col 58}{space 1}    3.12{col 67}{space 3}0.002{col 75}{space 4} .0182998{col 88}{space 3} .0803341
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0931656{col 47}{space 2} .0188117{col 58}{space 1}    4.95{col 67}{space 3}0.000{col 75}{space 4} .0561959{col 88}{space 3} .1301353
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} -.004513{col 47}{space 2} .0077541{col 58}{space 1}   -0.58{col 67}{space 3}0.561{col 75}{space 4}-.0197518{col 88}{space 3} .0107257
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0001008{col 47}{space 2} .0000367{col 58}{space 1}    2.74{col 67}{space 3}0.006{col 75}{space 4} .0000286{col 88}{space 3}  .000173
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0593893{col 47}{space 2} .0085144{col 58}{space 1}   -6.98{col 67}{space 3}0.000{col 75}{space 4}-.0761221{col 88}{space 3}-.0426564
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0254134{col 47}{space 2} .0273523{col 58}{space 1}    0.93{col 67}{space 3}0.353{col 75}{space 4}-.0283407{col 88}{space 3} .0791676
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0018663{col 47}{space 2}  .009783{col 58}{space 1}    0.19{col 67}{space 3}0.849{col 75}{space 4}-.0173599{col 88}{space 3} .0210924
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0233888{col 47}{space 2} .0164835{col 58}{space 1}    1.42{col 67}{space 3}0.157{col 75}{space 4}-.0090055{col 88}{space 3}  .055783
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0352572{col 47}{space 2} .0147664{col 58}{space 1}    2.39{col 67}{space 3}0.017{col 75}{space 4} .0062375{col 88}{space 3}  .064277
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0428017{col 47}{space 2} .0201204{col 58}{space 1}    2.13{col 67}{space 3}0.034{col 75}{space 4} .0032601{col 88}{space 3} .0823434
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0440735{col 47}{space 2} .0156834{col 58}{space 1}    2.81{col 67}{space 3}0.005{col 75}{space 4} .0132517{col 88}{space 3} .0748952
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0902628{col 47}{space 2} .0188767{col 58}{space 1}    4.78{col 67}{space 3}0.000{col 75}{space 4} .0531654{col 88}{space 3} .1273602
{txt}{space 33} {c |}
{space 22}oesch3class {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2}  .017387{col 47}{space 2} .0146692{col 58}{space 1}    1.19{col 67}{space 3}0.237{col 75}{space 4}-.0114415{col 88}{space 3} .0462156
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2} .0456501{col 47}{space 2} .0098631{col 58}{space 1}    4.63{col 67}{space 3}0.000{col 75}{space 4} .0262666{col 88}{space 3} .0650336
{txt}{space 33} {c |}
{space 26}inc_cat {c |}
{space 19}Middle Income  {c |}{col 35}{res}{space 2}-.0169673{col 47}{space 2} .0117217{col 58}{space 1}   -1.45{col 67}{space 3}0.148{col 75}{space 4}-.0400032{col 88}{space 3} .0060687
{txt}{space 21}High Income  {c |}{col 35}{res}{space 2} .0168452{col 47}{space 2}  .012452{col 58}{space 1}    1.35{col 67}{space 3}0.177{col 75}{space 4}-.0076261{col 88}{space 3} .0413166
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .1197089{col 47}{space 2} .0528311{col 58}{space 1}    2.27{col 67}{space 3}0.024{col 75}{space 4} .0158826{col 88}{space 3} .2235352
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1114683{col 47}{space 2} .0583482{col 58}{space 1}    1.91{col 67}{space 3}0.057{col 75}{space 4}-.0032005{col 88}{space 3}  .226137
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0043936{col 47}{space 2} .0495913{col 58}{space 1}   -0.09{col 67}{space 3}0.929{col 75}{space 4}-.1018529{col 88}{space 3} .0930657
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0054906{col 47}{space 2}  .052057{col 58}{space 1}    0.11{col 67}{space 3}0.916{col 75}{space 4}-.0968144{col 88}{space 3} .1077956
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 7.01e-08{col 47}{space 2} 3.42e-08{col 58}{space 1}    2.05{col 67}{space 3}0.041{col 75}{space 4} 3.01e-09{col 88}{space 3} 1.37e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.31e-08{col 47}{space 2} 3.92e-08{col 58}{space 1}    1.86{col 67}{space 3}0.063{col 75}{space 4}-3.94e-09{col 88}{space 3} 1.50e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0002789{col 47}{space 2} .0002934{col 58}{space 1}   -0.95{col 67}{space 3}0.342{col 75}{space 4}-.0008555{col 88}{space 3} .0002977
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} 4.45e-06{col 47}{space 2} .0001486{col 58}{space 1}    0.03{col 67}{space 3}0.976{col 75}{space 4}-.0002875{col 88}{space 3} .0002964
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .3288276{col 47}{space 2} .3149389{col 58}{space 1}    1.04{col 67}{space 3}0.297{col 75}{space 4} -.290106{col 88}{space 3} .9477612
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       58{col 30}{space 1}        0{col 42}{result}{space 1}       58{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:1,791}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2}-.0269307{col 38}{space 2} .0428626{col 49}{space 1}   -0.63{col 58}{space 3}0.530{col 66}{space 4}-.1109398{col 79}{space 3} .0570784
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0313243{col 38}{space 2} .0351825{col 49}{space 1}   -0.89{col 58}{space 3}0.373{col 66}{space 4}-.1002806{col 79}{space 3} .0376321
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0214401{col 38}{space 2} .0346503{col 49}{space 1}   -0.62{col 58}{space 3}0.536{col 66}{space 4}-.0893535{col 79}{space 3} .0464733
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,171
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    540{txt}){col 67}= {res}     37.14
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2255
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2055
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1966
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       541{txt}{col 51}Root MSE{col 67}= {res}    0.1655

{txt}{ralign 99:(Std. err. adjusted for {res:541} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0253455{col 47}{space 2} .0495253{col 58}{space 1}   -0.51{col 67}{space 3}0.609{col 75}{space 4}-.1226313{col 88}{space 3} .0719404
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1207688{col 47}{space 2} .0387458{col 58}{space 1}    3.12{col 67}{space 3}0.002{col 75}{space 4} .0446578{col 88}{space 3} .1968798
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0162058{col 47}{space 2} .0166037{col 58}{space 1}    0.98{col 67}{space 3}0.329{col 75}{space 4}-.0164099{col 88}{space 3} .0488215
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1356609{col 47}{space 2} .0180026{col 58}{space 1}    7.54{col 67}{space 3}0.000{col 75}{space 4} .1002972{col 88}{space 3} .1710247
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0037413{col 47}{space 2} .0059948{col 58}{space 1}   -0.62{col 67}{space 3}0.533{col 75}{space 4}-.0155173{col 88}{space 3} .0080348
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000117{col 47}{space 2} .0000215{col 58}{space 1}    0.55{col 67}{space 3}0.584{col 75}{space 4}-.0000304{col 88}{space 3} .0000539
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0678524{col 47}{space 2} .0062171{col 58}{space 1}  -10.91{col 67}{space 3}0.000{col 75}{space 4}-.0800651{col 88}{space 3}-.0556397
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0727159{col 47}{space 2} .0235967{col 58}{space 1}    3.08{col 67}{space 3}0.002{col 75}{space 4} .0263633{col 88}{space 3} .1190686
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0312354{col 47}{space 2} .0076816{col 58}{space 1}    4.07{col 67}{space 3}0.000{col 75}{space 4} .0161459{col 88}{space 3} .0463248
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0595369{col 47}{space 2} .0122103{col 58}{space 1}    4.88{col 67}{space 3}0.000{col 75}{space 4} .0355513{col 88}{space 3} .0835225
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0506299{col 47}{space 2} .0107489{col 58}{space 1}    4.71{col 67}{space 3}0.000{col 75}{space 4} .0295152{col 88}{space 3} .0717446
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0649015{col 47}{space 2} .0154309{col 58}{space 1}    4.21{col 67}{space 3}0.000{col 75}{space 4} .0345896{col 88}{space 3} .0952133
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .020523{col 47}{space 2} .0502545{col 58}{space 1}    0.41{col 67}{space 3}0.683{col 75}{space 4}-.0781953{col 88}{space 3} .1192413
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0085363{col 47}{space 2} .0543228{col 58}{space 1}    0.16{col 67}{space 3}0.875{col 75}{space 4}-.0981736{col 88}{space 3} .1152462
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1470248{col 47}{space 2} .0421507{col 58}{space 1}   -3.49{col 67}{space 3}0.001{col 75}{space 4}-.2298242{col 88}{space 3}-.0642254
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1528747{col 47}{space 2} .0464167{col 58}{space 1}   -3.29{col 67}{space 3}0.001{col 75}{space 4}-.2440542{col 88}{space 3}-.0616952
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 2.84e-08{col 47}{space 2} 2.58e-08{col 58}{space 1}    1.10{col 67}{space 3}0.272{col 75}{space 4}-2.23e-08{col 88}{space 3} 7.90e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 7.72e-08{col 47}{space 2} 3.19e-08{col 58}{space 1}    2.42{col 67}{space 3}0.016{col 75}{space 4} 1.46e-08{col 88}{space 3} 1.40e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0000138{col 47}{space 2} .0002255{col 58}{space 1}   -0.06{col 67}{space 3}0.951{col 75}{space 4}-.0004568{col 88}{space 3} .0004292
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000474{col 47}{space 2}  .000112{col 58}{space 1}   -0.42{col 67}{space 3}0.673{col 75}{space 4}-.0002674{col 88}{space 3} .0001727
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .4869568{col 47}{space 2} .2595506{col 58}{space 1}    1.88{col 67}{space 3}0.061{col 75}{space 4}-.0228958{col 88}{space 3} .9968094
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,171}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1207688{col 38}{space 2} .0387458{col 49}{space 1}    3.12{col 58}{space 3}0.002{col 66}{space 4} .0448284{col 79}{space 3} .1967092
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} -.026256{col 38}{space 2} .0234612{col 49}{space 1}   -1.12{col 58}{space 3}0.263{col 66}{space 4}-.0722391{col 79}{space 3} .0197271
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0321059{col 38}{space 2} .0323889{col 49}{space 1}   -0.99{col 58}{space 3}0.322{col 66}{space 4} -.095587{col 79}{space 3} .0313753
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     3,165
{txt}Absorbing 2 HDFE groups{col 51}F({res}  22{txt},{res}    540{txt}){col 67}= {res}     46.26
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2745
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2552
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2475
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       541{txt}{col 51}Root MSE{col 67}= {res}    0.1602

{txt}{ralign 99:(Std. err. adjusted for {res:541} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0156836{col 47}{space 2} .0461165{col 58}{space 1}   -0.34{col 67}{space 3}0.734{col 75}{space 4}-.1062732{col 88}{space 3} .0749061
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1045797{col 47}{space 2}  .035399{col 58}{space 1}    2.95{col 67}{space 3}0.003{col 75}{space 4} .0350431{col 88}{space 3} .1741162
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0201251{col 47}{space 2}  .015392{col 58}{space 1}    1.31{col 67}{space 3}0.192{col 75}{space 4}-.0101105{col 88}{space 3} .0503606
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0724914{col 47}{space 2} .0175332{col 58}{space 1}    4.13{col 67}{space 3}0.000{col 75}{space 4} .0380497{col 88}{space 3}  .106933
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0009673{col 47}{space 2}  .005803{col 58}{space 1}   -0.17{col 67}{space 3}0.868{col 75}{space 4}-.0123665{col 88}{space 3} .0104319
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} 3.32e-07{col 47}{space 2} .0000216{col 58}{space 1}    0.02{col 67}{space 3}0.988{col 75}{space 4}-.0000421{col 88}{space 3} .0000428
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0716022{col 47}{space 2} .0060577{col 58}{space 1}  -11.82{col 67}{space 3}0.000{col 75}{space 4}-.0835018{col 88}{space 3}-.0597027
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0613785{col 47}{space 2} .0238267{col 58}{space 1}    2.58{col 67}{space 3}0.010{col 75}{space 4} .0145742{col 88}{space 3} .1081828
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0083345{col 47}{space 2} .0077006{col 58}{space 1}    1.08{col 67}{space 3}0.280{col 75}{space 4}-.0067922{col 88}{space 3} .0234612
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0248049{col 47}{space 2} .0120698{col 58}{space 1}    2.06{col 67}{space 3}0.040{col 75}{space 4} .0010954{col 88}{space 3} .0485144
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0404355{col 47}{space 2} .0101851{col 58}{space 1}    3.97{col 67}{space 3}0.000{col 75}{space 4} .0204282{col 88}{space 3} .0604428
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}  .047756{col 47}{space 2}  .014888{col 58}{space 1}    3.21{col 67}{space 3}0.001{col 75}{space 4} .0185106{col 88}{space 3} .0770015
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .080525{col 47}{space 2} .0078171{col 58}{space 1}   10.30{col 67}{space 3}0.000{col 75}{space 4} .0651694{col 88}{space 3} .0958806
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1488731{col 47}{space 2} .0104661{col 58}{space 1}   14.22{col 67}{space 3}0.000{col 75}{space 4} .1283139{col 88}{space 3} .1694324
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0100136{col 47}{space 2}  .046004{col 58}{space 1}    0.22{col 67}{space 3}0.828{col 75}{space 4}-.0803552{col 88}{space 3} .1003823
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}  .019683{col 47}{space 2} .0510437{col 58}{space 1}    0.39{col 67}{space 3}0.700{col 75}{space 4}-.0805855{col 88}{space 3} .1199515
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1397523{col 47}{space 2} .0391357{col 58}{space 1}   -3.57{col 67}{space 3}0.000{col 75}{space 4}-.2166292{col 88}{space 3}-.0628754
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0980516{col 47}{space 2} .0439076{col 58}{space 1}   -2.23{col 67}{space 3}0.026{col 75}{space 4}-.1843022{col 88}{space 3}-.0118009
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 3.81e-08{col 47}{space 2} 2.49e-08{col 58}{space 1}    1.53{col 67}{space 3}0.126{col 75}{space 4}-1.08e-08{col 88}{space 3} 8.71e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.39e-08{col 47}{space 2} 3.00e-08{col 58}{space 1}    2.13{col 67}{space 3}0.034{col 75}{space 4} 4.95e-09{col 88}{space 3} 1.23e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0002625{col 47}{space 2}  .000222{col 58}{space 1}   -1.18{col 67}{space 3}0.238{col 75}{space 4}-.0006986{col 88}{space 3} .0001736
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0000638{col 47}{space 2} .0001076{col 58}{space 1}   -0.59{col 67}{space 3}0.554{col 75}{space 4}-.0002752{col 88}{space 3} .0001476
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .3631896{col 47}{space 2} .2515993{col 58}{space 1}    1.44{col 67}{space 3}0.149{col 75}{space 4}-.1310436{col 88}{space 3} .8574229
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       60{col 30}{space 1}        0{col 42}{result}{space 1}       60{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:3,165}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1045797{col 38}{space 2}  .035399{col 49}{space 1}    2.95{col 58}{space 3}0.003{col 66}{space 4}  .035199{col 79}{space 3} .1739603
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0351726{col 38}{space 2} .0226577{col 49}{space 1}   -1.55{col 58}{space 3}0.121{col 66}{space 4}-.0795808{col 79}{space 3} .0092356
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} .0065281{col 38}{space 2} .0324104{col 49}{space 1}    0.20{col 58}{space 3}0.840{col 66}{space 4}-.0569951{col 79}{space 3} .0700513
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     1,976
{txt}Absorbing 2 HDFE groups{col 51}F({res}  24{txt},{res}    463{txt}){col 67}= {res}     28.88
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.3005
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2698
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2542
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       464{txt}{col 51}Root MSE{col 67}= {res}    0.1562

{txt}{ralign 99:(Std. err. adjusted for {res:464} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0055786{col 47}{space 2} .0686644{col 58}{space 1}   -0.08{col 67}{space 3}0.935{col 75}{space 4}-.1405111{col 88}{space 3} .1293539
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1289765{col 47}{space 2} .0560772{col 58}{space 1}    2.30{col 67}{space 3}0.022{col 75}{space 4} .0187791{col 88}{space 3}  .239174
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0399376{col 47}{space 2} .0224104{col 58}{space 1}    1.78{col 67}{space 3}0.075{col 75}{space 4}-.0041011{col 88}{space 3} .0839762
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0923812{col 47}{space 2} .0244779{col 58}{space 1}    3.77{col 67}{space 3}0.000{col 75}{space 4} .0442796{col 88}{space 3} .1404828
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0041747{col 47}{space 2} .0074135{col 58}{space 1}   -0.56{col 67}{space 3}0.574{col 75}{space 4}-.0187429{col 88}{space 3} .0103935
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000775{col 47}{space 2} .0000348{col 58}{space 1}    2.22{col 67}{space 3}0.027{col 75}{space 4} 9.00e-06{col 88}{space 3} .0001459
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0684899{col 47}{space 2} .0073468{col 58}{space 1}   -9.32{col 67}{space 3}0.000{col 75}{space 4} -.082927{col 88}{space 3}-.0540528
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0185392{col 47}{space 2}  .026313{col 58}{space 1}    0.70{col 67}{space 3}0.481{col 75}{space 4}-.0331684{col 88}{space 3} .0702468
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0024973{col 47}{space 2} .0094685{col 58}{space 1}    0.26{col 67}{space 3}0.792{col 75}{space 4}-.0161092{col 88}{space 3} .0211037
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0171596{col 47}{space 2} .0157843{col 58}{space 1}    1.09{col 67}{space 3}0.278{col 75}{space 4}-.0138581{col 88}{space 3} .0481773
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0378297{col 47}{space 2} .0139013{col 58}{space 1}    2.72{col 67}{space 3}0.007{col 75}{space 4} .0105121{col 88}{space 3} .0651472
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0465757{col 47}{space 2} .0189303{col 58}{space 1}    2.46{col 67}{space 3}0.014{col 75}{space 4} .0093758{col 88}{space 3} .0837756
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0726569{col 47}{space 2} .0104223{col 58}{space 1}    6.97{col 67}{space 3}0.000{col 75}{space 4} .0521761{col 88}{space 3} .0931378
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1189343{col 47}{space 2} .0128797{col 58}{space 1}    9.23{col 67}{space 3}0.000{col 75}{space 4} .0936244{col 88}{space 3} .1442442
{txt}{space 33} {c |}
{space 22}oesch3class {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2} .0200305{col 47}{space 2} .0136794{col 58}{space 1}    1.46{col 67}{space 3}0.144{col 75}{space 4}-.0068509{col 88}{space 3} .0469118
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2} .0522963{col 47}{space 2} .0092104{col 58}{space 1}    5.68{col 67}{space 3}0.000{col 75}{space 4} .0341969{col 88}{space 3} .0703957
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0245127{col 47}{space 2} .0673446{col 58}{space 1}    0.36{col 67}{space 3}0.716{col 75}{space 4}-.1078262{col 88}{space 3} .1568516
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0203984{col 47}{space 2} .0740606{col 58}{space 1}    0.28{col 67}{space 3}0.783{col 75}{space 4}-.1251381{col 88}{space 3}  .165935
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1516982{col 47}{space 2} .0610355{col 58}{space 1}   -2.49{col 67}{space 3}0.013{col 75}{space 4} -.271639{col 88}{space 3}-.0317573
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1482316{col 47}{space 2} .0665928{col 58}{space 1}   -2.23{col 67}{space 3}0.026{col 75}{space 4}-.2790932{col 88}{space 3}-.0173699
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 5.64e-08{col 47}{space 2} 3.18e-08{col 58}{space 1}    1.77{col 67}{space 3}0.077{col 75}{space 4}-6.19e-09{col 88}{space 3} 1.19e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 9.10e-08{col 47}{space 2} 3.75e-08{col 58}{space 1}    2.42{col 67}{space 3}0.016{col 75}{space 4} 1.72e-08{col 88}{space 3} 1.65e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0004525{col 47}{space 2} .0002794{col 58}{space 1}   -1.62{col 67}{space 3}0.106{col 75}{space 4}-.0010015{col 88}{space 3} .0000965
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-4.66e-06{col 47}{space 2} .0001427{col 58}{space 1}   -0.03{col 67}{space 3}0.974{col 75}{space 4} -.000285{col 88}{space 3} .0002757
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .3572595{col 47}{space 2} .3022246{col 58}{space 1}    1.18{col 67}{space 3}0.238{col 75}{space 4}-.2366422{col 88}{space 3} .9511613
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       59{col 30}{space 1}        0{col 42}{result}{space 1}       59{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:1,976}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1289765{col 38}{space 2} .0560772{col 49}{space 1}    2.30{col 58}{space 3}0.021{col 66}{space 4} .0190672{col 79}{space 3} .2388859
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0227216{col 38}{space 2}  .029325{col 49}{space 1}   -0.77{col 58}{space 3}0.438{col 66}{space 4}-.0801975{col 79}{space 3} .0347543
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} -.019255{col 38}{space 2} .0403185{col 49}{space 1}   -0.48{col 58}{space 3}0.633{col 66}{space 4}-.0982778{col 79}{space 3} .0597677
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}(dropped 1 {browse "http://scorreia.com/research/singletons.pdf":singleton observations})
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     1,791
{txt}Absorbing 2 HDFE groups{col 51}F({res}  26{txt},{res}    450{txt}){col 67}= {res}     25.03
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.3112
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2773
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2611
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       451{txt}{col 51}Root MSE{col 67}= {res}    0.1544

{txt}{ralign 99:(Std. err. adjusted for {res:451} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0165385{col 47}{space 2} .0730322{col 58}{space 1}   -0.23{col 67}{space 3}0.821{col 75}{space 4}-.1600651{col 88}{space 3}  .126988
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1088117{col 47}{space 2} .0596193{col 58}{space 1}    1.83{col 67}{space 3}0.069{col 75}{space 4}-.0083551{col 88}{space 3} .2259785
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0409505{col 47}{space 2} .0240178{col 58}{space 1}    1.71{col 67}{space 3}0.089{col 75}{space 4}-.0062503{col 88}{space 3} .0881514
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0878859{col 47}{space 2} .0262741{col 58}{space 1}    3.34{col 67}{space 3}0.001{col 75}{space 4} .0362508{col 88}{space 3} .1395211
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0047999{col 47}{space 2} .0077045{col 58}{space 1}   -0.62{col 67}{space 3}0.534{col 75}{space 4}-.0199411{col 88}{space 3} .0103414
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000967{col 47}{space 2} .0000365{col 58}{space 1}    2.65{col 67}{space 3}0.008{col 75}{space 4} .0000251{col 88}{space 3} .0001684
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0591256{col 47}{space 2} .0085278{col 58}{space 1}   -6.93{col 67}{space 3}0.000{col 75}{space 4}-.0758849{col 88}{space 3}-.0423663
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0222557{col 47}{space 2}  .027487{col 58}{space 1}    0.81{col 67}{space 3}0.419{col 75}{space 4} -.031763{col 88}{space 3} .0762745
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0013116{col 47}{space 2} .0097895{col 58}{space 1}    0.13{col 67}{space 3}0.893{col 75}{space 4}-.0179273{col 88}{space 3} .0205504
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0221465{col 47}{space 2} .0164068{col 58}{space 1}    1.35{col 67}{space 3}0.178{col 75}{space 4} -.010097{col 88}{space 3} .0543901
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0344155{col 47}{space 2} .0145753{col 58}{space 1}    2.36{col 67}{space 3}0.019{col 75}{space 4} .0057715{col 88}{space 3} .0630596
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0425581{col 47}{space 2}  .019896{col 58}{space 1}    2.14{col 67}{space 3}0.033{col 75}{space 4} .0034576{col 88}{space 3} .0816587
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0741397{col 47}{space 2}  .010832{col 58}{space 1}    6.84{col 67}{space 3}0.000{col 75}{space 4} .0528521{col 88}{space 3} .0954273
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1175283{col 47}{space 2}  .013414{col 58}{space 1}    8.76{col 67}{space 3}0.000{col 75}{space 4} .0911665{col 88}{space 3}   .14389
{txt}{space 33} {c |}
{space 22}oesch3class {c |}
{space 11}Small Business Owners  {c |}{col 35}{res}{space 2} .0183589{col 47}{space 2} .0144118{col 58}{space 1}    1.27{col 67}{space 3}0.203{col 75}{space 4}-.0099638{col 88}{space 3} .0466816
{txt}{space 19}Service Class  {c |}{col 35}{res}{space 2} .0459375{col 47}{space 2} .0097477{col 58}{space 1}    4.71{col 67}{space 3}0.000{col 75}{space 4} .0267808{col 88}{space 3} .0650942
{txt}{space 33} {c |}
{space 26}inc_cat {c |}
{space 19}Middle Income  {c |}{col 35}{res}{space 2}-.0146945{col 47}{space 2} .0116712{col 58}{space 1}   -1.26{col 67}{space 3}0.209{col 75}{space 4}-.0376313{col 88}{space 3} .0082424
{txt}{space 21}High Income  {c |}{col 35}{res}{space 2} .0176134{col 47}{space 2} .0123784{col 58}{space 1}    1.42{col 67}{space 3}0.155{col 75}{space 4}-.0067132{col 88}{space 3}   .04194
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0352886{col 47}{space 2} .0720681{col 58}{space 1}    0.49{col 67}{space 3}0.625{col 75}{space 4}-.1063433{col 88}{space 3} .1769204
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0285505{col 47}{space 2} .0793602{col 58}{space 1}    0.36{col 67}{space 3}0.719{col 75}{space 4} -.127412{col 88}{space 3} .1845131
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} -.148862{col 47}{space 2} .0636254{col 58}{space 1}   -2.34{col 67}{space 3}0.020{col 75}{space 4}-.2739018{col 88}{space 3}-.0238221
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1370392{col 47}{space 2} .0718706{col 58}{space 1}   -1.91{col 67}{space 3}0.057{col 75}{space 4}-.2782829{col 88}{space 3} .0042045
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 6.79e-08{col 47}{space 2} 3.42e-08{col 58}{space 1}    1.98{col 67}{space 3}0.048{col 75}{space 4} 6.75e-10{col 88}{space 3} 1.35e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.41e-08{col 47}{space 2} 3.91e-08{col 58}{space 1}    1.64{col 67}{space 3}0.102{col 75}{space 4}-1.28e-08{col 88}{space 3} 1.41e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0003953{col 47}{space 2}  .000295{col 58}{space 1}   -1.34{col 67}{space 3}0.181{col 75}{space 4} -.000975{col 88}{space 3} .0001844
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}  .000017{col 47}{space 2}  .000148{col 58}{space 1}    0.11{col 67}{space 3}0.909{col 75}{space 4}-.0002738{col 88}{space 3} .0003078
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .3361905{col 47}{space 2} .3134533{col 58}{space 1}    1.07{col 67}{space 3}0.284{col 75}{space 4}-.2798235{col 88}{space 3} .9522045
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       58{col 30}{space 1}        0{col 42}{result}{space 1}       58{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:1,791}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1088117{col 38}{space 2} .0596193{col 49}{space 1}    1.83{col 58}{space 3}0.068{col 66}{space 4}  -.00804{col 79}{space 3} .2256634
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0400503{col 38}{space 2} .0301415{col 49}{space 1}   -1.33{col 58}{space 3}0.184{col 66}{space 4}-.0991266{col 79}{space 3}  .019026
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0282275{col 38}{space 2}   .04174{col 49}{space 1}   -0.68{col 58}{space 3}0.499{col 66}{space 4}-.1100365{col 79}{space 3} .0535814
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. 
. 
. ********************
. **********
. ****Visualization of Moderation Effects
. **********
. ********************
. 
. *test
. 
. graph drop _all
{txt}
{com}. 
. foreach depvar in part1 polint peff {c -(}
{txt}  2{com}. coefplot ///
> (`depvar'_edu_CLI0,  label("M0: Orig Results")  mcolor(red) ciopts(lcol(red red) recast(rcap rcap)  lwidth(medium thin)) msymbol(triangle) ) ///
> (`depvar'_edu_CLI1,  label("M1: M0b + R's Occ. Quali.") mcolor(black) ciopts(lcol(black black) recast(rcap rcap)  lwidth(medium thin)) msymbol(square) ) ///
> (`depvar'_edu_CLI2,  label("M2: M1b + Class") mcolor(gs8) ciopts(lcol(gs8 gs8) recast(rcap rcap)  lwidth(medium thin)) msymbol(diamond) ) ///
> (`depvar'_edu_CLI3,  label("M3: M2b + Income") mcolor(gs4) ciopts(lcol(gs4 gs4) recast(rcap rcap)  lwidth(medium thin)) msymbol(circle) ) ///
> , title("`: var label `depvar''", size(small))  xline(0)  scheme(plotplain)  ///
> name(mod_`depvar'_edu)  rename(1.edu3cat = Basic 2.edu3cat = Voc. 3.edu3cat = Acad.) levels(90 95)  legend(position(6) row(1) size(tiny) )     coeflabels(,wrap(12)) xscale(r(-0.3,0.3)) xlabel(-0.3 (0.1) 0.3)
{txt}  3{com}. {c )-}
{res}{txt}
{com}. 
. foreach depvar in part1 polint peff {c -(}
{txt}  2{com}. coefplot ///
> (`depvar'_occ_CLI0,  label("M0: Orig Results")  mcolor(red) ciopts(lcol(red red) recast(rcap rcap)  lwidth(medium thin)) msymbol(triangle) ) ///
> (`depvar'_occ_CLI1,  label("M1: M0b + R's Edu. Degree") mcolor(black) ciopts(lcol(black black) recast(rcap rcap)  lwidth(medium thin)) msymbol(square) ) ///
> (`depvar'_occ_CLI2,  label("M2: M1b + Class") mcolor(gs8) ciopts(lcol(gs8 gs8) recast(rcap rcap)  lwidth(medium thin)) msymbol(diamond) ) ///
> (`depvar'_occ_CLI3,  label("M3: M2b + Income") mcolor(gs4) ciopts(lcol(gs4 gs4) recast(rcap rcap)  lwidth(medium thin)) msymbol(circle) ) ///
> , title("`: var label `depvar''", size(small))  xline(0)  scheme(plotplain)  ///
> name(mod_`depvar'_occ)  rename(1.IEdu = Basic 2.IEdu= Voc. 3.IEdu= Acad. ) levels(90 95)  legend(position(6) row(1) size(tiny) )     coeflabels(,wrap(12)) xscale(r(-0.3,0.3)) xlabel(-0.3 (0.1) 0.3)
{txt}  3{com}. {c )-}
{res}{txt}
{com}. 
. **Own Edu
. *combination of results in pdfs - Main Results - Moderation
. *graphregion(margin(tiny)) iscale(0.75)
. grc1leg  mod_part1_edu mod_polint_edu mod_peff_edu, rows(3) scheme(plotplain) imargin(zero) iscale(0.5) name(main_mod_edu)   title("Cross-level interaction with respondents' educational degrees" "with multiple confounding and mediating variables", size(vsmall)) note("Models include age, age^2, gender and German nationality as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display main_mod_edu ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\Moderation_Main_CLI_edu_cntrl.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\Moderation_Main_CLI_edu_cntrl.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. 
. **Own Occ. Quali
. *combination of results in pdfs - Main Results - Moderation
. *graphregion(margin(tiny)) iscale(0.75)
. grc1leg  mod_part1_occ mod_polint_occ mod_peff_occ, rows(3) scheme(plotplain) imargin(zero) iscale(0.5) name(main_mod_occ)   title("Cross-level interaction with respondents' occupational qualification" "with multiple confounding and mediating variables", size(vsmall)) note("Models include age, age^2, gender and German nationality as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display main_mod_occ ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\Moderation_Main_CLI_occ_cntrl.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\Moderation_Main_CLI_occ_cntrl.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. 
. 
. ***********************************************************************************************************************************************************
. ****************************Step 7: Main Analyses for full time employees *********************************************************************************************************
. ***********************************************************************************************************************************************************
. 
. ********************
. **********
. ***Analyses Main Effects
. **********
. ********************
. eststo clear
{txt}
{com}. graph drop _all
{txt}
{com}. 
. foreach depvar in part1 polint peff {c -(}
{txt}  2{com}. reghdfe `depvar' B_destrat_index W_destrat_index c.age c.age_sq i.female i.migrabg i.PEdu i.pedu3cat    c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet  if work == 1 , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  3{com}. eststo `depvar'_main
{txt}  4{com}. {c )-}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     1,771
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    443{txt}){col 67}= {res}     10.85
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1667
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1309
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0721
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       444{txt}{col 51}Root MSE{col 67}= {res}    0.1610

{txt}{ralign 99:(Std. err. adjusted for {res:444} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0109879{col 47}{space 2} .0351865{col 58}{space 1}   -0.31{col 67}{space 3}0.755{col 75}{space 4}-.0801412{col 88}{space 3} .0581654
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2}-.0067634{col 47}{space 2} .0244151{col 58}{space 1}   -0.28{col 67}{space 3}0.782{col 75}{space 4}-.0547473{col 88}{space 3} .0412205
{txt}{space 30}age {c |}{col 35}{res}{space 2} .0076404{col 47}{space 2} .0086335{col 58}{space 1}    0.88{col 67}{space 3}0.377{col 75}{space 4}-.0093274{col 88}{space 3} .0246082
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000637{col 47}{space 2} .0000389{col 58}{space 1}   -1.64{col 67}{space 3}0.102{col 75}{space 4}-.0001401{col 88}{space 3} .0000128
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0113404{col 47}{space 2} .0080817{col 58}{space 1}   -1.40{col 67}{space 3}0.161{col 75}{space 4}-.0272236{col 88}{space 3} .0045429
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .1012441{col 47}{space 2} .0280583{col 58}{space 1}    3.61{col 67}{space 3}0.000{col 75}{space 4} .0461003{col 88}{space 3}  .156388
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0453245{col 47}{space 2} .0105325{col 58}{space 1}    4.30{col 67}{space 3}0.000{col 75}{space 4} .0246246{col 88}{space 3} .0660243
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0606442{col 47}{space 2} .0172078{col 58}{space 1}    3.52{col 67}{space 3}0.000{col 75}{space 4} .0268252{col 88}{space 3} .0944633
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0318944{col 47}{space 2} .0155539{col 58}{space 1}    2.05{col 67}{space 3}0.041{col 75}{space 4} .0013258{col 88}{space 3} .0624631
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0535988{col 47}{space 2} .0221072{col 58}{space 1}    2.42{col 67}{space 3}0.016{col 75}{space 4} .0101508{col 88}{space 3} .0970469
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-1.07e-07{col 47}{space 2} 3.48e-08{col 58}{space 1}   -3.06{col 67}{space 3}0.002{col 75}{space 4}-1.75e-07{col 88}{space 3}-3.83e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.95e-08{col 47}{space 2} 3.79e-08{col 58}{space 1}    1.83{col 67}{space 3}0.067{col 75}{space 4}-5.00e-09{col 88}{space 3} 1.44e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0004522{col 47}{space 2} .0002884{col 58}{space 1}   -1.57{col 67}{space 3}0.118{col 75}{space 4}-.0010189{col 88}{space 3} .0001145
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0001302{col 47}{space 2} .0001458{col 58}{space 1}    0.89{col 67}{space 3}0.372{col 75}{space 4}-.0001564{col 88}{space 3} .0004168
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .0520842{col 47}{space 2} .3370433{col 58}{space 1}    0.15{col 67}{space 3}0.877{col 75}{space 4}-.6103182{col 88}{space 3} .7144866
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       59{col 30}{space 1}        0{col 42}{result}{space 1}       59{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}(dropped 1 {browse "http://scorreia.com/research/singletons.pdf":singleton observations})
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 5 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     5,947
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    574{txt}){col 67}= {res}     27.97
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1495
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1382
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0595
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       575{txt}{col 51}Root MSE{col 67}= {res}    0.2309

{txt}{ralign 99:(Std. err. adjusted for {res:575} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.1027143{col 47}{space 2} .0267779{col 58}{space 1}   -3.84{col 67}{space 3}0.000{col 75}{space 4}-.1553088{col 88}{space 3}-.0501197
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0362617{col 47}{space 2} .0198683{col 58}{space 1}    1.83{col 67}{space 3}0.069{col 75}{space 4}-.0027617{col 88}{space 3} .0752851
{txt}{space 30}age {c |}{col 35}{res}{space 2} .0064169{col 47}{space 2} .0063958{col 58}{space 1}    1.00{col 67}{space 3}0.316{col 75}{space 4}-.0061452{col 88}{space 3} .0189791
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000457{col 47}{space 2} .0000317{col 58}{space 1}   -1.44{col 67}{space 3}0.149{col 75}{space 4}-.0001079{col 88}{space 3} .0000165
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0855588{col 47}{space 2}  .006134{col 58}{space 1}  -13.95{col 67}{space 3}0.000{col 75}{space 4}-.0976066{col 88}{space 3} -.073511
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2}  .034099{col 47}{space 2} .0200668{col 58}{space 1}    1.70{col 67}{space 3}0.090{col 75}{space 4}-.0053142{col 88}{space 3} .0735123
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0506073{col 47}{space 2} .0077203{col 58}{space 1}    6.56{col 67}{space 3}0.000{col 75}{space 4} .0354439{col 88}{space 3} .0657707
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0831775{col 47}{space 2} .0114724{col 58}{space 1}    7.25{col 67}{space 3}0.000{col 75}{space 4} .0606445{col 88}{space 3} .1057104
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0298341{col 47}{space 2} .0118149{col 58}{space 1}    2.53{col 67}{space 3}0.012{col 75}{space 4} .0066284{col 88}{space 3} .0530398
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0622817{col 47}{space 2} .0155266{col 58}{space 1}    4.01{col 67}{space 3}0.000{col 75}{space 4} .0317858{col 88}{space 3} .0927775
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2}-2.47e-08{col 47}{space 2} 2.65e-08{col 58}{space 1}   -0.93{col 67}{space 3}0.352{col 75}{space 4}-7.68e-08{col 88}{space 3} 2.74e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.96e-08{col 47}{space 2} 2.95e-08{col 58}{space 1}    0.66{col 67}{space 3}0.508{col 75}{space 4}-3.84e-08{col 88}{space 3} 7.76e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}  .000577{col 47}{space 2} .0002154{col 58}{space 1}    2.68{col 67}{space 3}0.008{col 75}{space 4} .0001539{col 88}{space 3}     .001
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001095{col 47}{space 2} .0001083{col 58}{space 1}   -1.01{col 67}{space 3}0.312{col 75}{space 4}-.0003221{col 88}{space 3} .0001032
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .3243312{col 47}{space 2} .2443007{col 58}{space 1}    1.33{col 67}{space 3}0.185{col 75}{space 4}-.1555011{col 88}{space 3} .8041635
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       59{col 30}{space 1}        0{col 42}{result}{space 1}       59{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     1,723
{txt}Absorbing 2 HDFE groups{col 51}F({res}  14{txt},{res}    440{txt}){col 67}= {res}     12.28
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1588
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1215
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0925
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       441{txt}{col 51}Root MSE{col 67}= {res}    0.1683

{txt}{ralign 99:(Std. err. adjusted for {res:441} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0011228{col 47}{space 2} .0403003{col 58}{space 1}    0.03{col 67}{space 3}0.978{col 75}{space 4}-.0780822{col 88}{space 3} .0803277
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0076002{col 47}{space 2} .0294192{col 58}{space 1}    0.26{col 67}{space 3}0.796{col 75}{space 4}-.0502195{col 88}{space 3} .0654198
{txt}{space 30}age {c |}{col 35}{res}{space 2}-.0046839{col 47}{space 2} .0089048{col 58}{space 1}   -0.53{col 67}{space 3}0.599{col 75}{space 4}-.0221851{col 88}{space 3} .0128173
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000254{col 47}{space 2} .0000389{col 58}{space 1}    0.65{col 67}{space 3}0.514{col 75}{space 4} -.000051{col 88}{space 3} .0001019
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0510302{col 47}{space 2} .0087819{col 58}{space 1}   -5.81{col 67}{space 3}0.000{col 75}{space 4}  -.06829{col 88}{space 3}-.0337705
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0322519{col 47}{space 2}  .028668{col 58}{space 1}    1.13{col 67}{space 3}0.261{col 75}{space 4}-.0240914{col 88}{space 3} .0885952
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0486643{col 47}{space 2} .0095062{col 58}{space 1}    5.12{col 67}{space 3}0.000{col 75}{space 4} .0299811{col 88}{space 3} .0673474
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0778914{col 47}{space 2} .0164154{col 58}{space 1}    4.75{col 67}{space 3}0.000{col 75}{space 4} .0456292{col 88}{space 3} .1101537
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .068283{col 47}{space 2} .0169662{col 58}{space 1}    4.02{col 67}{space 3}0.000{col 75}{space 4} .0349381{col 88}{space 3}  .101628
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2}    .1108{col 47}{space 2} .0229166{col 58}{space 1}    4.83{col 67}{space 3}0.000{col 75}{space 4} .0657603{col 88}{space 3} .1558396
{txt}{space 33} {c |}
{space 28}B_alo {c |}{col 35}{res}{space 2} 6.15e-08{col 47}{space 2} 3.85e-08{col 58}{space 1}    1.60{col 67}{space 3}0.111{col 75}{space 4}-1.41e-08{col 88}{space 3} 1.37e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.10e-07{col 47}{space 2} 4.69e-08{col 58}{space 1}    2.34{col 67}{space 3}0.020{col 75}{space 4} 1.74e-08{col 88}{space 3} 2.02e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0002249{col 47}{space 2}  .000325{col 58}{space 1}   -0.69{col 67}{space 3}0.489{col 75}{space 4}-.0008635{col 88}{space 3} .0004138
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000253{col 47}{space 2} .0001582{col 58}{space 1}    0.16{col 67}{space 3}0.873{col 75}{space 4}-.0002856{col 88}{space 3} .0003362
{txt}{space 28}_cons {c |}{col 35}{res}{space 2} .5454506{col 47}{space 2}  .356247{col 58}{space 1}    1.53{col 67}{space 3}0.126{col 75}{space 4}-.1547067{col 88}{space 3} 1.245608
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       59{col 30}{space 1}        0{col 42}{result}{space 1}       59{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}{txt}
{com}. 
. 
. ********************
. **********
. ***Visualization Main Analyses
. **********
. ********************
. foreach depvar in part1 polint peff {c -(}
{txt}  2{com}. coefplot (`depvar'_main, aseq(Between)  drop(W_*  _cons *yborn* *year* *age* *female* *migrabg* *PEdu* *pedu3cat* *alo* *left*) mcolor(gs9)  msymbol(circle)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(gs9 gs9)) ) ///
>                  (`depvar'_main, aseq(Within) drop(B_*  _cons *yborn* *year* *age* *female* *migrabg* *PEdu* *pedu3cat* *alo* *left*) mcolor(black)  msymbol(circle)  ciopts( recast(rcap rcap) lwidth(medium thin)  lcol(black black))) ///
> , legend( position(6) row(1) size(tiny))  xline(0)  scheme(plotplain) levels(90 95)  xscale(r(-0.2,0.2)) xlabel(-0.2 (0.1) 0.2) swapnames legend(off) title("`: var label `depvar''", size(small)) name(gr_`depvar') 
{txt}  3{com}. {c )-}
{res}{txt}
{com}. 
. 
. *combination of results in pdfs - Main Results
. 
. graph combine  gr_part1 gr_polint gr_peff , rows(3) scheme(plotplain) graphregion(margin(medium)) iscale(0.75)  name(main)   title("Main Effects of de-stratifying education policies on political engagement" "Subsample: Full-Time Employees", size(vsmall)) note("Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display main ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\MainEffects_EmplSample.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\MainEffects_EmplSample.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. 
. ********************
. **********
. ***Analyses Moderation Effects (Individual Educational and socio-economic heterogeneity)
. **********
. ********************
. 
. foreach depvar in part1 polint peff {c -(}
{txt}  2{com}. 
. **moderation with respondents' educational degree
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.IEdu ///
>                            i.PEdu i.pedu3cat ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                                 c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            i.IEdu#c.B_destrat_index  i.IEdu#c.W_destrat_index if work == 1 , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  3{com}. eststo `depvar'_mod_edu
{txt}  4{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.IEdu) post
{txt}  5{com}. eststo `depvar'_mod_W_edu
{txt}  6{com}. 
. **moderation with respondents' occupational qualification
. reghdfe `depvar' B_destrat_index W_destrat_index ///
>                            i.edu3cat ///
>                            i.PEdu i.pedu3cat ///
>                            c.age c.age_sq i.female i.migrabg  ///
>                                 c.B_alo c.W_alo c.B_leftcabinet c.W_leftcabinet ///
>                            i.edu3cat#c.B_destrat_index  i.edu3cat#c.W_destrat_index if work == 1 , absorb(i.year_secschool i.year) vce(cluster bulacohort)
{txt}  7{com}. eststo `depvar'_mod_occ
{txt}  8{com}. *Margins Within
. margins, dydx(c.W_destrat_index) over(i.edu3cat) post
{txt}  9{com}. eststo `depvar'_mod_W_occ
{txt} 10{com}. 
. {c )-}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     1,767
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    443{txt}){col 67}= {res}     11.98
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2023
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1649
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1131
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       444{txt}{col 51}Root MSE{col 67}= {res}    0.1577

{txt}{ralign 99:(Std. err. adjusted for {res:444} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} -.098546{col 47}{space 2} .0556069{col 58}{space 1}   -1.77{col 67}{space 3}0.077{col 75}{space 4}-.2078322{col 88}{space 3} .0107402
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0276247{col 47}{space 2} .0432079{col 58}{space 1}    0.64{col 67}{space 3}0.523{col 75}{space 4}-.0572932{col 88}{space 3} .1125427
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0311396{col 47}{space 2} .0145766{col 58}{space 1}    2.14{col 67}{space 3}0.033{col 75}{space 4} .0024918{col 88}{space 3} .0597875
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0649231{col 47}{space 2} .0172796{col 58}{space 1}    3.76{col 67}{space 3}0.000{col 75}{space 4} .0309629{col 88}{space 3} .0988832
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0260124{col 47}{space 2} .0104733{col 58}{space 1}    2.48{col 67}{space 3}0.013{col 75}{space 4} .0054289{col 88}{space 3} .0465958
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0305181{col 47}{space 2} .0177714{col 58}{space 1}    1.72{col 67}{space 3}0.087{col 75}{space 4}-.0044086{col 88}{space 3} .0654449
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0213455{col 47}{space 2} .0145531{col 58}{space 1}    1.47{col 67}{space 3}0.143{col 75}{space 4}-.0072561{col 88}{space 3} .0499471
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0326457{col 47}{space 2}  .021738{col 58}{space 1}    1.50{col 67}{space 3}0.134{col 75}{space 4}-.0100767{col 88}{space 3} .0753681
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0095447{col 47}{space 2}  .008603{col 58}{space 1}    1.11{col 67}{space 3}0.268{col 75}{space 4}-.0073632{col 88}{space 3} .0264525
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000657{col 47}{space 2} .0000385{col 58}{space 1}   -1.71{col 67}{space 3}0.088{col 75}{space 4}-.0001413{col 88}{space 3} 9.88e-06
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0186434{col 47}{space 2} .0078231{col 58}{space 1}   -2.38{col 67}{space 3}0.018{col 75}{space 4}-.0340183{col 88}{space 3}-.0032684
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0987121{col 47}{space 2} .0291071{col 58}{space 1}    3.39{col 67}{space 3}0.001{col 75}{space 4} .0415069{col 88}{space 3} .1559173
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-1.08e-07{col 47}{space 2} 3.40e-08{col 58}{space 1}   -3.18{col 67}{space 3}0.002{col 75}{space 4}-1.75e-07{col 88}{space 3}-4.14e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 6.56e-08{col 47}{space 2} 3.66e-08{col 58}{space 1}    1.79{col 67}{space 3}0.073{col 75}{space 4}-6.24e-09{col 88}{space 3} 1.37e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2} -.000575{col 47}{space 2} .0002891{col 58}{space 1}   -1.99{col 67}{space 3}0.047{col 75}{space 4}-.0011431{col 88}{space 3}-6.90e-06
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0001497{col 47}{space 2} .0001426{col 58}{space 1}    1.05{col 67}{space 3}0.294{col 75}{space 4}-.0001305{col 88}{space 3} .0004298
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0867648{col 47}{space 2} .0505336{col 58}{space 1}    1.72{col 67}{space 3}0.087{col 75}{space 4}-.0125505{col 88}{space 3} .1860801
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1368114{col 47}{space 2} .0540431{col 58}{space 1}    2.53{col 67}{space 3}0.012{col 75}{space 4} .0305986{col 88}{space 3} .2430242
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.0457703{col 47}{space 2} .0510657{col 58}{space 1}   -0.90{col 67}{space 3}0.371{col 75}{space 4}-.1461315{col 88}{space 3} .0545908
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0633983{col 47}{space 2} .0534257{col 58}{space 1}   -1.19{col 67}{space 3}0.236{col 75}{space 4}-.1683977{col 88}{space 3}  .041601
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}-.0252959{col 47}{space 2} .3385059{col 58}{space 1}   -0.07{col 67}{space 3}0.940{col 75}{space 4}-.6905728{col 88}{space 3} .6399809
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       59{col 30}{space 1}        0{col 42}{result}{space 1}       59{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:1,767}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0276247{col 38}{space 2} .0432079{col 49}{space 1}    0.64{col 58}{space 3}0.523{col 66}{space 4}-.0570612{col 79}{space 3} .1123107
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0181456{col 38}{space 2} .0316433{col 49}{space 1}   -0.57{col 58}{space 3}0.566{col 66}{space 4}-.0801652{col 79}{space 3} .0438741
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0357736{col 38}{space 2} .0399389{col 49}{space 1}   -0.90{col 58}{space 3}0.370{col 66}{space 4}-.1140523{col 79}{space 3} .0425051
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     1,716
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    440{txt}){col 67}= {res}     13.07
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2016
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1631
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1128
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       441{txt}{col 51}Root MSE{col 67}= {res}    0.1585

{txt}{ralign 99:(Std. err. adjusted for {res:441} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                            part1{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0375532{col 47}{space 2} .0659963{col 58}{space 1}   -0.57{col 67}{space 3}0.570{col 75}{space 4}-.1672604{col 88}{space 3} .0921539
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0901414{col 47}{space 2} .0552552{col 58}{space 1}    1.63{col 67}{space 3}0.104{col 75}{space 4}-.0184554{col 88}{space 3} .1987382
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0302384{col 47}{space 2} .0230184{col 58}{space 1}    1.31{col 67}{space 3}0.190{col 75}{space 4}-.0150013{col 88}{space 3} .0754781
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .0820846{col 47}{space 2} .0260624{col 58}{space 1}    3.15{col 67}{space 3}0.002{col 75}{space 4} .0308624{col 88}{space 3} .1333069
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2}  .032558{col 47}{space 2} .0109233{col 58}{space 1}    2.98{col 67}{space 3}0.003{col 75}{space 4} .0110897{col 88}{space 3} .0540264
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0442975{col 47}{space 2} .0181636{col 58}{space 1}    2.44{col 67}{space 3}0.015{col 75}{space 4} .0085993{col 88}{space 3} .0799956
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0241033{col 47}{space 2} .0153759{col 58}{space 1}    1.57{col 67}{space 3}0.118{col 75}{space 4}-.0061161{col 88}{space 3} .0543227
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0272031{col 47}{space 2}  .022108{col 58}{space 1}    1.23{col 67}{space 3}0.219{col 75}{space 4}-.0162473{col 88}{space 3} .0706535
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0037105{col 47}{space 2} .0088586{col 58}{space 1}    0.42{col 67}{space 3}0.676{col 75}{space 4}   -.0137{col 88}{space 3}  .021121
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2}-.0000186{col 47}{space 2} .0000382{col 58}{space 1}   -0.49{col 67}{space 3}0.627{col 75}{space 4}-.0000938{col 88}{space 3} .0000565
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0096918{col 47}{space 2} .0080946{col 58}{space 1}   -1.20{col 67}{space 3}0.232{col 75}{space 4}-.0256006{col 88}{space 3} .0062171
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0886079{col 47}{space 2} .0293178{col 58}{space 1}    3.02{col 67}{space 3}0.003{col 75}{space 4} .0309875{col 88}{space 3} .1462283
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-1.15e-07{col 47}{space 2} 3.47e-08{col 58}{space 1}   -3.30{col 67}{space 3}0.001{col 75}{space 4}-1.83e-07{col 88}{space 3}-4.64e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 8.22e-08{col 47}{space 2} 3.79e-08{col 58}{space 1}    2.17{col 67}{space 3}0.031{col 75}{space 4} 7.75e-09{col 88}{space 3} 1.57e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0007126{col 47}{space 2} .0002923{col 58}{space 1}   -2.44{col 67}{space 3}0.015{col 75}{space 4}-.0012871{col 88}{space 3}-.0001381
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}  .000213{col 47}{space 2} .0001445{col 58}{space 1}    1.47{col 67}{space 3}0.141{col 75}{space 4}-.0000711{col 88}{space 3} .0004971
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0419463{col 47}{space 2} .0650567{col 58}{space 1}    0.64{col 67}{space 3}0.519{col 75}{space 4}-.0859142{col 88}{space 3} .1698068
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1193477{col 47}{space 2} .0745334{col 58}{space 1}    1.60{col 67}{space 3}0.110{col 75}{space 4} -.027138{col 88}{space 3} .2658334
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0969583{col 47}{space 2} .0594157{col 58}{space 1}   -1.63{col 67}{space 3}0.103{col 75}{space 4}-.2137321{col 88}{space 3} .0198155
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1514212{col 47}{space 2} .0648843{col 58}{space 1}   -2.33{col 67}{space 3}0.020{col 75}{space 4}-.2789429{col 88}{space 3}-.0238995
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .1197983{col 47}{space 2} .3506299{col 58}{space 1}    0.34{col 67}{space 3}0.733{col 75}{space 4}-.5693193{col 88}{space 3} .8089158
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       59{col 30}{space 1}        0{col 42}{result}{space 1}       59{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:1,716}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .0901414{col 38}{space 2} .0552552{col 49}{space 1}    1.63{col 58}{space 3}0.103{col 66}{space 4}-.0181567{col 79}{space 3} .1984395
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2}-.0068169{col 38}{space 2} .0279846{col 49}{space 1}   -0.24{col 58}{space 3}0.808{col 66}{space 4}-.0616657{col 79}{space 3} .0480319
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0612798{col 38}{space 2} .0390878{col 49}{space 1}   -1.57{col 58}{space 3}0.117{col 66}{space 4}-.1378905{col 79}{space 3} .0153309
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}(dropped 1 {browse "http://scorreia.com/research/singletons.pdf":singleton observations})
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 5 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     5,929
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    574{txt}){col 67}= {res}     36.31
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1985
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1870
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1139
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       575{txt}{col 51}Root MSE{col 67}= {res}    0.2241

{txt}{ralign 99:(Std. err. adjusted for {res:575} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.1352264{col 47}{space 2} .0414237{col 58}{space 1}   -3.26{col 67}{space 3}0.001{col 75}{space 4}-.2165868{col 88}{space 3}-.0538659
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1178069{col 47}{space 2} .0368658{col 58}{space 1}    3.20{col 67}{space 3}0.001{col 75}{space 4} .0453987{col 88}{space 3} .1902151
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}  .079059{col 47}{space 2}  .011907{col 58}{space 1}    6.64{col 67}{space 3}0.000{col 75}{space 4} .0556723{col 88}{space 3} .1024456
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1551455{col 47}{space 2} .0138723{col 58}{space 1}   11.18{col 67}{space 3}0.000{col 75}{space 4} .1278989{col 88}{space 3} .1823921
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0159794{col 47}{space 2} .0078566{col 58}{space 1}    2.03{col 67}{space 3}0.042{col 75}{space 4} .0005481{col 88}{space 3} .0314106
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0352461{col 47}{space 2} .0116437{col 58}{space 1}    3.03{col 67}{space 3}0.003{col 75}{space 4} .0123765{col 88}{space 3} .0581156
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0089981{col 47}{space 2} .0110242{col 58}{space 1}    0.82{col 67}{space 3}0.415{col 75}{space 4}-.0126546{col 88}{space 3} .0306508
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0224854{col 47}{space 2} .0152087{col 58}{space 1}    1.48{col 67}{space 3}0.140{col 75}{space 4} -.007386{col 88}{space 3} .0523568
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}  .006787{col 47}{space 2} .0062536{col 58}{space 1}    1.09{col 67}{space 3}0.278{col 75}{space 4}-.0054957{col 88}{space 3} .0190696
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} -.000031{col 47}{space 2} .0000315{col 58}{space 1}   -0.98{col 67}{space 3}0.325{col 75}{space 4}-.0000929{col 88}{space 3} .0000309
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0987689{col 47}{space 2} .0061151{col 58}{space 1}  -16.15{col 67}{space 3}0.000{col 75}{space 4}-.1107796{col 88}{space 3}-.0867582
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0238932{col 47}{space 2} .0189332{col 58}{space 1}    1.26{col 67}{space 3}0.207{col 75}{space 4}-.0132936{col 88}{space 3} .0610801
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-2.62e-08{col 47}{space 2} 2.53e-08{col 58}{space 1}   -1.04{col 67}{space 3}0.300{col 75}{space 4}-7.59e-08{col 88}{space 3} 2.35e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 8.31e-09{col 47}{space 2} 2.82e-08{col 58}{space 1}    0.29{col 67}{space 3}0.768{col 75}{space 4}-4.71e-08{col 88}{space 3} 6.37e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}  .000361{col 47}{space 2} .0002089{col 58}{space 1}    1.73{col 67}{space 3}0.085{col 75}{space 4}-.0000493{col 88}{space 3} .0007713
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001053{col 47}{space 2} .0001018{col 58}{space 1}   -1.03{col 67}{space 3}0.301{col 75}{space 4}-.0003052{col 88}{space 3} .0000947
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0569997{col 47}{space 2}  .037727{col 58}{space 1}    1.51{col 67}{space 3}0.131{col 75}{space 4}-.0171001{col 88}{space 3} .1310994
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0342763{col 47}{space 2} .0432847{col 58}{space 1}    0.79{col 67}{space 3}0.429{col 75}{space 4}-.0507394{col 88}{space 3}  .119292
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2}-.1242104{col 47}{space 2} .0385965{col 58}{space 1}   -3.22{col 67}{space 3}0.001{col 75}{space 4}-.2000179{col 88}{space 3}-.0484028
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0816192{col 47}{space 2} .0458076{col 58}{space 1}   -1.78{col 67}{space 3}0.075{col 75}{space 4}-.1715902{col 88}{space 3} .0083518
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .2621266{col 47}{space 2} .2382527{col 58}{space 1}    1.10{col 67}{space 3}0.272{col 75}{space 4}-.2058269{col 88}{space 3} .7300801
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       59{col 30}{space 1}        0{col 42}{result}{space 1}       59{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:5,929}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .1178069{col 38}{space 2} .0368658{col 49}{space 1}    3.20{col 58}{space 3}0.001{col 66}{space 4} .0455514{col 79}{space 3} .1900625
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0064035{col 38}{space 2} .0241585{col 49}{space 1}   -0.27{col 58}{space 3}0.791{col 66}{space 4}-.0537532{col 79}{space 3} .0409463
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2} .0361877{col 38}{space 2}  .029475{col 49}{space 1}    1.23{col 58}{space 3}0.220{col 66}{space 4}-.0215823{col 79}{space 3} .0939577
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}(dropped 1 {browse "http://scorreia.com/research/singletons.pdf":singleton observations})
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 5 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     5,793
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    571{txt}){col 67}= {res}     30.64
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1822
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1702
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0980
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       572{txt}{col 51}Root MSE{col 67}= {res}    0.2265

{txt}{ralign 99:(Std. err. adjusted for {res:572} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                           polint{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.1680088{col 47}{space 2} .0508454{col 58}{space 1}   -3.30{col 67}{space 3}0.001{col 75}{space 4}-.2678756{col 88}{space 3}-.0681419
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1396098{col 47}{space 2} .0569487{col 58}{space 1}    2.45{col 67}{space 3}0.015{col 75}{space 4} .0277553{col 88}{space 3} .2514643
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0322996{col 47}{space 2} .0195505{col 58}{space 1}    1.65{col 67}{space 3}0.099{col 75}{space 4}-.0061001{col 88}{space 3} .0706993
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1351231{col 47}{space 2} .0202362{col 58}{space 1}    6.68{col 67}{space 3}0.000{col 75}{space 4} .0953766{col 88}{space 3} .1748697
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0295828{col 47}{space 2} .0078367{col 58}{space 1}    3.77{col 67}{space 3}0.000{col 75}{space 4} .0141905{col 88}{space 3} .0449751
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0588077{col 47}{space 2} .0117006{col 58}{space 1}    5.03{col 67}{space 3}0.000{col 75}{space 4} .0358261{col 88}{space 3} .0817892
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .016499{col 47}{space 2} .0111607{col 58}{space 1}    1.48{col 67}{space 3}0.140{col 75}{space 4}-.0054221{col 88}{space 3} .0384201
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0258155{col 47}{space 2} .0153566{col 58}{space 1}    1.68{col 67}{space 3}0.093{col 75}{space 4}-.0043468{col 88}{space 3} .0559778
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2} .0004202{col 47}{space 2}  .006304{col 58}{space 1}    0.07{col 67}{space 3}0.947{col 75}{space 4}-.0119615{col 88}{space 3}  .012802
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000282{col 47}{space 2}  .000033{col 58}{space 1}    0.85{col 67}{space 3}0.393{col 75}{space 4}-.0000366{col 88}{space 3} .0000929
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0862322{col 47}{space 2} .0062023{col 58}{space 1}  -13.90{col 67}{space 3}0.000{col 75}{space 4}-.0984142{col 88}{space 3}-.0740502
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0269342{col 47}{space 2} .0209278{col 58}{space 1}    1.29{col 67}{space 3}0.199{col 75}{space 4}-.0141708{col 88}{space 3} .0680391
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2}-3.55e-08{col 47}{space 2} 2.65e-08{col 58}{space 1}   -1.34{col 67}{space 3}0.182{col 75}{space 4}-8.76e-08{col 88}{space 3} 1.66e-08
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.83e-08{col 47}{space 2} 2.98e-08{col 58}{space 1}    0.61{col 67}{space 3}0.539{col 75}{space 4}-4.02e-08{col 88}{space 3} 7.69e-08
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}  .000404{col 47}{space 2} .0002209{col 58}{space 1}    1.83{col 67}{space 3}0.068{col 75}{space 4}-.0000299{col 88}{space 3} .0008379
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2}-.0001009{col 47}{space 2} .0001068{col 58}{space 1}   -0.94{col 67}{space 3}0.345{col 75}{space 4}-.0003106{col 88}{space 3} .0001089
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0977326{col 47}{space 2} .0502251{col 58}{space 1}    1.95{col 67}{space 3}0.052{col 75}{space 4}-.0009159{col 88}{space 3} .1963812
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1018592{col 47}{space 2} .0566346{col 58}{space 1}    1.80{col 67}{space 3}0.073{col 75}{space 4}-.0093782{col 88}{space 3} .2130967
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1042034{col 47}{space 2} .0572348{col 58}{space 1}   -1.82{col 67}{space 3}0.069{col 75}{space 4}-.2166199{col 88}{space 3} .0082131
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1142185{col 47}{space 2} .0653019{col 58}{space 1}   -1.75{col 67}{space 3}0.081{col 75}{space 4}-.2424797{col 88}{space 3} .0140426
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2}  .412406{col 47}{space 2} .2411648{col 58}{space 1}    1.71{col 67}{space 3}0.088{col 75}{space 4}-.0612723{col 88}{space 3} .8860843
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       59{col 30}{space 1}        0{col 42}{result}{space 1}       59{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        7{col 30}{space 1}        1{col 42}{result}{space 1}        6{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:5,793}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1396098{col 38}{space 2} .0569487{col 49}{space 1}    2.45{col 58}{space 3}0.014{col 66}{space 4} .0279924{col 79}{space 3} .2512272
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0354064{col 38}{space 2} .0225571{col 49}{space 1}    1.57{col 58}{space 3}0.117{col 66}{space 4}-.0088048{col 79}{space 3} .0796176
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2} .0253912{col 38}{space 2} .0293929{col 49}{space 1}    0.86{col 58}{space 3}0.388{col 66}{space 4}-.0322179{col 79}{space 3} .0830004
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     1,719
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    440{txt}){col 67}= {res}     26.75
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2647
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2292
{txt}{col 51}Within R-sq.{col 67}= {res}    0.2072
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       441{txt}{col 51}Root MSE{col 67}= {res}    0.1578

{txt}{ralign 99:(Std. err. adjusted for {res:441} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2}-.0361477{col 47}{space 2} .0522202{col 58}{space 1}   -0.69{col 67}{space 3}0.489{col 75}{space 4}-.1387796{col 88}{space 3} .0664843
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .0358788{col 47}{space 2} .0447488{col 58}{space 1}    0.80{col 67}{space 3}0.423{col 75}{space 4} -.052069{col 88}{space 3} .1238267
{txt}{space 33} {c |}
{space 29}IEdu {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0781533{col 47}{space 2} .0141334{col 58}{space 1}    5.53{col 67}{space 3}0.000{col 75}{space 4}  .050376{col 88}{space 3} .1059305
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .1728609{col 47}{space 2} .0162614{col 58}{space 1}   10.63{col 67}{space 3}0.000{col 75}{space 4} .1409011{col 88}{space 3} .2048206
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0132356{col 47}{space 2} .0097126{col 58}{space 1}    1.36{col 67}{space 3}0.174{col 75}{space 4}-.0058533{col 88}{space 3} .0323245
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0235399{col 47}{space 2} .0165887{col 58}{space 1}    1.42{col 67}{space 3}0.157{col 75}{space 4}-.0090631{col 88}{space 3} .0561428
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2}  .046777{col 47}{space 2} .0147587{col 58}{space 1}    3.17{col 67}{space 3}0.002{col 75}{space 4} .0177708{col 88}{space 3} .0757833
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0698236{col 47}{space 2} .0212128{col 58}{space 1}    3.29{col 67}{space 3}0.001{col 75}{space 4} .0281325{col 88}{space 3} .1115147
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0013157{col 47}{space 2}  .008408{col 58}{space 1}   -0.16{col 67}{space 3}0.876{col 75}{space 4}-.0178405{col 88}{space 3} .0152092
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000237{col 47}{space 2} .0000376{col 58}{space 1}    0.63{col 67}{space 3}0.528{col 75}{space 4}-.0000502{col 88}{space 3} .0000976
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0640468{col 47}{space 2} .0081187{col 58}{space 1}   -7.89{col 67}{space 3}0.000{col 75}{space 4}-.0800031{col 88}{space 3}-.0480906
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0222843{col 47}{space 2} .0277938{col 58}{space 1}    0.80{col 67}{space 3}0.423{col 75}{space 4}-.0323407{col 88}{space 3} .0769094
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 6.27e-08{col 47}{space 2} 3.53e-08{col 58}{space 1}    1.77{col 67}{space 3}0.077{col 75}{space 4}-6.74e-09{col 88}{space 3} 1.32e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 9.68e-08{col 47}{space 2} 4.39e-08{col 58}{space 1}    2.20{col 67}{space 3}0.028{col 75}{space 4} 1.05e-08{col 88}{space 3} 1.83e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0005817{col 47}{space 2} .0003063{col 58}{space 1}   -1.90{col 67}{space 3}0.058{col 75}{space 4}-.0011836{col 88}{space 3} .0000202
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0000723{col 47}{space 2} .0001468{col 58}{space 1}    0.49{col 67}{space 3}0.623{col 75}{space 4}-.0002162{col 88}{space 3} .0003608
{txt}{space 33} {c |}
{space 11}IEdu#c.B_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} .0682055{col 47}{space 2} .0464698{col 58}{space 1}    1.47{col 67}{space 3}0.143{col 75}{space 4}-.0231248{col 88}{space 3} .1595358
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2} .0415448{col 47}{space 2} .0517971{col 58}{space 1}    0.80{col 67}{space 3}0.423{col 75}{space 4}-.0602557{col 88}{space 3} .1433453
{txt}{space 33} {c |}
{space 11}IEdu#c.W_destrat_index {c |}
{space 9}Edu. degree: vocational  {c |}{col 35}{res}{space 2} -.045998{col 47}{space 2}    .0515{col 58}{space 1}   -0.89{col 67}{space 3}0.372{col 75}{space 4}-.1472145{col 88}{space 3} .0552185
{txt}{space 11}Edu. degree: Academic  {c |}{col 35}{res}{space 2}-.0431223{col 47}{space 2} .0529327{col 58}{space 1}   -0.81{col 67}{space 3}0.416{col 75}{space 4}-.1471547{col 88}{space 3} .0609101
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .3853655{col 47}{space 2} .3357329{col 58}{space 1}    1.15{col 67}{space 3}0.252{col 75}{space 4}-.2744739{col 88}{space 3} 1.045205
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       59{col 30}{space 1}        0{col 42}{result}{space 1}       59{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:1,719}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:IEdu}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 20}IEdu {c |}
{space 5}Edu. degree: basic  {c |}{col 26}{res}{space 2} .0358788{col 38}{space 2} .0447488{col 49}{space 1}    0.80{col 58}{space 3}0.423{col 66}{space 4}-.0518271{col 79}{space 3} .1235848
{txt}Edu. degree: vocational  {c |}{col 26}{res}{space 2}-.0101192{col 38}{space 2} .0357343{col 49}{space 1}   -0.28{col 58}{space 3}0.777{col 66}{space 4}-.0801572{col 79}{space 3} .0599189
{txt}{space 2}Edu. degree: Academic  {c |}{col 26}{res}{space 2}-.0072435{col 38}{space 2} .0375412{col 49}{space 1}   -0.19{col 58}{space 3}0.847{col 66}{space 4}-.0808229{col 79}{space 3}  .066336
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 3 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     1,672
{txt}Absorbing 2 HDFE groups{col 51}F({res}  20{txt},{res}    438{txt}){col 67}= {res}     18.70
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.2510
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2138
{txt}{col 51}Within R-sq.{col 67}= {res}    0.1915
{txt}{col 1}Number of clusters ({res}bulacohort{txt}) {col 30}= {res}       439{txt}{col 51}Root MSE{col 67}= {res}    0.1597

{txt}{ralign 99:(Std. err. adjusted for {res:439} clusters in {res:bulacohort})}
{hline 34}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 35}{c |}{col 47}    Robust
{col 1}                             peff{col 35}{c |} Coefficient{col 47}  std. err.{col 59}      t{col 67}   P>|t|{col 75}     [95% con{col 88}f. interval]
{hline 34}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 18}B_destrat_index {c |}{col 35}{res}{space 2} .0655696{col 47}{space 2} .0709367{col 58}{space 1}    0.92{col 67}{space 3}0.356{col 75}{space 4}-.0738492{col 88}{space 3} .2049883
{txt}{space 18}W_destrat_index {c |}{col 35}{res}{space 2} .1523203{col 47}{space 2} .0625978{col 58}{space 1}    2.43{col 67}{space 3}0.015{col 75}{space 4} .0292909{col 88}{space 3} .2753497
{txt}{space 33} {c |}
{space 26}edu3cat {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0655465{col 47}{space 2} .0231438{col 58}{space 1}    2.83{col 67}{space 3}0.005{col 75}{space 4} .0200598{col 88}{space 3} .1110332
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2} .1929603{col 47}{space 2} .0246433{col 58}{space 1}    7.83{col 67}{space 3}0.000{col 75}{space 4} .1445265{col 88}{space 3} .2413941
{txt}{space 33} {c |}
{space 29}PEdu {c |}
Parental edu. degree: vocational  {c |}{col 35}{res}{space 2} .0225405{col 47}{space 2} .0097585{col 58}{space 1}    2.31{col 67}{space 3}0.021{col 75}{space 4} .0033612{col 88}{space 3} .0417199
{txt}{space 2}Parental edu. degree: academic  {c |}{col 35}{res}{space 2} .0455266{col 47}{space 2} .0155285{col 58}{space 1}    2.93{col 67}{space 3}0.004{col 75}{space 4} .0150069{col 88}{space 3} .0760462
{txt}{space 33} {c |}
{space 25}pedu3cat {c |}
Parental occ. quali.: vocational  {c |}{col 35}{res}{space 2} .0515551{col 47}{space 2} .0158801{col 58}{space 1}    3.25{col 67}{space 3}0.001{col 75}{space 4} .0203445{col 88}{space 3} .0827658
{txt}{space 2}Parental occ. quali.: academic  {c |}{col 35}{res}{space 2} .0684508{col 47}{space 2}  .021668{col 58}{space 1}    3.16{col 67}{space 3}0.002{col 75}{space 4} .0258646{col 88}{space 3} .1110369
{txt}{space 33} {c |}
{space 30}age {c |}{col 35}{res}{space 2}-.0070439{col 47}{space 2} .0086658{col 58}{space 1}   -0.81{col 67}{space 3}0.417{col 75}{space 4}-.0240757{col 88}{space 3} .0099879
{txt}{space 27}age_sq {c |}{col 35}{res}{space 2} .0000818{col 47}{space 2}  .000039{col 58}{space 1}    2.10{col 67}{space 3}0.037{col 75}{space 4} 5.09e-06{col 88}{space 3} .0001585
{txt}{space 33} {c |}
{space 27}female {c |}
{space 26}female  {c |}{col 35}{res}{space 2}-.0494074{col 47}{space 2}  .008607{col 58}{space 1}   -5.74{col 67}{space 3}0.000{col 75}{space 4}-.0663235{col 88}{space 3}-.0324913
{txt}{space 33} {c |}
{space 26}migrabg {c |}
{space 14}German Nationality  {c |}{col 35}{res}{space 2} .0270807{col 47}{space 2} .0278004{col 58}{space 1}    0.97{col 67}{space 3}0.331{col 75}{space 4} -.027558{col 88}{space 3} .0817194
{txt}{space 28}B_alo {c |}{col 35}{res}{space 2} 5.11e-08{col 47}{space 2} 3.57e-08{col 58}{space 1}    1.43{col 67}{space 3}0.153{col 75}{space 4}-1.91e-08{col 88}{space 3} 1.21e-07
{txt}{space 28}W_alo {c |}{col 35}{res}{space 2} 1.16e-07{col 47}{space 2} 4.30e-08{col 58}{space 1}    2.69{col 67}{space 3}0.007{col 75}{space 4} 3.13e-08{col 88}{space 3} 2.00e-07
{txt}{space 20}B_leftcabinet {c |}{col 35}{res}{space 2}-.0004637{col 47}{space 2} .0003065{col 58}{space 1}   -1.51{col 67}{space 3}0.131{col 75}{space 4}-.0010662{col 88}{space 3} .0001388
{txt}{space 20}W_leftcabinet {c |}{col 35}{res}{space 2} .0001296{col 47}{space 2} .0001475{col 58}{space 1}    0.88{col 67}{space 3}0.380{col 75}{space 4}-.0001602{col 88}{space 3} .0004194
{txt}{space 33} {c |}
{space 8}edu3cat#c.B_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.0394751{col 47}{space 2}  .070635{col 58}{space 1}   -0.56{col 67}{space 3}0.577{col 75}{space 4}-.1783006{col 88}{space 3} .0993505
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.0567397{col 47}{space 2} .0777739{col 58}{space 1}   -0.73{col 67}{space 3}0.466{col 75}{space 4}-.2095961{col 88}{space 3} .0961166
{txt}{space 33} {c |}
{space 8}edu3cat#c.W_destrat_index {c |}
{space 9}Occ. quali.: vocational  {c |}{col 35}{res}{space 2}-.1490939{col 47}{space 2} .0691805{col 58}{space 1}   -2.16{col 67}{space 3}0.032{col 75}{space 4}-.2850608{col 88}{space 3}-.0131269
{txt}{space 11}Occ. quali.: academic  {c |}{col 35}{res}{space 2}-.1936975{col 47}{space 2} .0732487{col 58}{space 1}   -2.64{col 67}{space 3}0.008{col 75}{space 4}-.3376601{col 88}{space 3} -.049735
{txt}{space 33} {c |}
{space 28}_cons {c |}{col 35}{res}{space 2} .4836483{col 47}{space 2} .3457496{col 58}{space 1}    1.40{col 67}{space 3}0.163{col 75}{space 4}-.1958862{col 88}{space 3} 1.163183
{txt}{hline 34}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} year_secschool{col 17}{c |}{space 1}       59{col 30}{space 1}        0{col 42}{result}{space 1}       59{col 56}{text} {col 57}{c |}
{res}{col 1}{text}           year{col 17}{c |}{space 1}        2{col 30}{space 1}        1{col 42}{result}{space 1}        1{col 56}{text} {col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
{res}
{txt}{col 1}Average marginal effects{col 58}{lalign 13:Number of obs}{col 71} = {res}{ralign 5:1,672}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2col:dy/dx wrt:}{res:W_destrat_index}{p_end}
{p2col:Over:}{res:edu3cat}{p_end}
{p2colreset}{...}

{res}{txt}{hline 25}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 26}{c |}{col 38} Delta-method
{col 26}{c |}      dy/dx{col 38}   std. err.{col 50}      z{col 58}   P>|z|{col 66}     [95% con{col 79}f. interval]
{hline 25}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}W_destrat_index          {txt}{c |}
{space 17}edu3cat {c |}
{space 5}Occ. quali.: basic  {c |}{col 26}{res}{space 2} .1523203{col 38}{space 2} .0625978{col 49}{space 1}    2.43{col 58}{space 3}0.015{col 66}{space 4} .0296308{col 79}{space 3} .2750098
{txt}Occ. quali.: vocational  {c |}{col 26}{res}{space 2} .0032264{col 38}{space 2} .0320527{col 49}{space 1}    0.10{col 58}{space 3}0.920{col 66}{space 4}-.0595957{col 79}{space 3} .0660486
{txt}{space 2}Occ. quali.: academic  {c |}{col 26}{res}{space 2}-.0413773{col 38}{space 2} .0414962{col 49}{space 1}   -1.00{col 58}{space 3}0.319{col 66}{space 4}-.1227083{col 79}{space 3} .0399538
{txt}{hline 25}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. 
. 
. ********************
. **********
. ****Visualization of Moderation Effects
. **********
. ********************
. 
. ***
. *Marginal Effects
. ***
. graph drop _all
{txt}
{com}. foreach depvar in part1 polint peff {c -(}
{txt}  2{com}. 
. coefplot ///
> (`depvar'_mod_W_edu,  label(Edu. Degree)  mcolor(black) ciopts(lcol(black black) recast(rcap rcap)  lwidth(medium thin)) msymbol(triangle) ) ///
> (`depvar'_mod_W_occ,  label(Occ. Qualification)  mcolor(gs8) ciopts(lcol(gs8 gs8) recast(rcap rcap)  lwidth(medium thin)) msymbol(diamond) ) ///
> ,  legend(position(6) row(1) size(vsmall)  )  xline(0)  scheme(plotplain) title("`: var label `depvar''", size(small)) ///
> name(mod_`depvar')  rename(1.IEdu = Basic 2.IEdu= Voc. 3.IEdu= Acad. 1.edu3cat = Basic 2.edu3cat = Voc. 3.edu3cat = Acad.) levels(90 95)  xscale(r(-0.3,0.3)) xlabel(-0.3 (0.1) 0.3)
{txt}  3{com}. {c )-}
{res}{txt}
{com}. 
. *combination of results in pdfs - Main Results - Moderation
. 
. grc1leg  mod_part1 mod_polint mod_peff , rows(3) scheme(plotplain) imargin(vsmall) iscale(0.7) name(main_mod) title("Cross-level interaction: effects of de-stratifying education policies" "on political engagement among different educational groups" "Subsample: Full-Time Employees", size(vsmall))   note("Models include age, age^2, gender, German nationality, and parents' educational and occupational qualification as individual-level controls" "Models also control for wave and school cohort fixed effects and unemployment and left cabinet power (measured at the time of the educational policies)", size(tiny))
{res}{txt}
{com}. 
. cm2in A4 

{txt}{ralign 9: cm}{c |}{ralign 9: m}{c |}{ralign 9: inch}{c |}{ralign 9: feet}{c |}{ralign 9: yard}{c |}{ralign 9: chain}{c |}{ralign 9: mile}{c |}{ralign 9: pt}{c |}{ralign 9: pica}{c |}
{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c +}{hline 9}{c RT}
{result}     29.7{txt}{c |}{result}     .297{txt}{c |}{result} 11.69291{txt}{c |}{result} .9744094{txt}{c |}{result} .3248031{txt}{c |}{result} .0147638{txt}{c |}{result} .0001845{txt}{c |}{result} 841.8898{txt}{c |}{result} 70.15748{txt}{c |}
{result}       21{txt}{c |}{result}      .21{txt}{c |}{result} 8.267717{txt}{c |}{result} .6889764{txt}{c |}{result} .2296588{txt}{c |}{result}  .010439{txt}{c |}{result} .0001305{txt}{c |}{result} 595.2756{txt}{c |}{result}  49.6063{txt}{c |}

{com}. graph display main_mod ,ysize(`r(in1)') xsize(`r(in2)')
{res}{txt}
{com}. graph export "$erg\Appendix\Moderation_EmplSample.pdf", replace 
{txt}{p 0 4 2}
file {bf}
..\Results\Final\Appendix\Moderation_EmplSample.pdf{rm}
saved as
PDF
format
{p_end}

{com}. 
. 
. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\Nadja Wehl\Nextcloud\Education Cluster Project\Project Work\Research\SG NW MB Feedback effects Germany\Empirics\Datasets, do-files\Analyseslog.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res}10 Jun 2024, 19:53:01
{txt}{.-}
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{txt}{sf}{ul off}